Environmental Science Projects
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Complete Explanation For Data Science Resume Projects
I want help in explaining my data science projects in interview in a detailed manner . I am data science professional looking for a job switch of 3 years. Projects: 1) CONSUMER COMPLAINT CLASSIFICATION (NLP) Building an API and training model to classify future complaints based on its content for a banking firm. The dataset is of 2 million rows, 5+ years historical data. Skills/Technology: Python, SVM classification, Random Forest ,Flask, Glove ,Word2Vec 2) PREDICTIVE MAINTENANCE Built an end to end machine learning model for a heavy industry firm which records different features like power,temperature etc for machines and predicting whether failure will happen or not. Skill/Technology: Python, FastAPI, Digital Ocean.,Streamlit,Docker 3) RECOMMENDATION ENGINE FOR AUTOMATED TRADING PLATFORM Developed custom Technical Indicators Functions to analyse historical price data and market trends, triggering buying signals when specific conditions were met. Empowered traders clients with actionable insights by providing timely buy signals aligned with market trends. Skill/Technology: TA-Lib, TensorFlow, NumPy, Pandas, sklearn, statsmodels 4) INSURANCE POLICY CROSS SELLING A classification/ranking project aimed to detect health insurance customers most likely to buy a new type of insurance from the company - car insurance. To solve this problem a machine learning model was built to classify the customers by their probability of buying the insurance. The Heroku platform was used to deploy the ML model, which will respond to requests via API. Skill/Technology: XGBoost,LightGBM, NumPy, Flask,Heroku 5) CUSTOMER CHURN PREDICTION FOR A MALAYSIAN BANK Developed a model to analyse customer data and predict churn to boost customer retention.Employed statistical techniques on customer data using Pandas, Seaborn, and Sklearn. Reduced customer churn rate by 7%, leading to increased revenue, lower marketing costs, and enhanced customer loyalty.
18 hours ago7 proposalsRemoteUsing R language to code regression using TIFF files
I need a data analyst who can teach me to write R code for a project in which I am exploring the associations between an event occurring and different environmental conditions. The event has occurred multiple times in different locations. I have the different TIFF files for each of the environmental conditions at each of the times when the event occurred as well as the coordinates of where the event occurred. I would like the analyst to meet with me over call to 1. Explain what type of regression should be used to analyze this data and explore whether there is an association between the different conditions and the event occurring 2. Help me to write R code to do this analysis
5 days ago9 proposalsRemoteData visualisation in R, STATA, or tableau
I need a creative and experienced data scientist who can develop neat figures from a dataset that has been analysed and conclusions made. The data are time estimates for several activities in a system, formatted as a .CSV Would need to run regressions and plot distributions and point estimates, but the form of analysis does not need to be discussed. Knowledge of the standard data science methods and programming would be needed.
3 days ago21 proposalsRemotePersonalized Data Science/AI/ML Tutor Needed
I am embarking on an exciting journey of learning data science, artificial intelligence, machine learning, and deep learning. I am seeking a passionate and knowledgeable tutor who can help me with this. Key Responsibilities: - Design custom online courses, interactive tutorials, and practical projects that cover the fundamentals of data science, concepts of AI, and techniques of machine learning. - Adapt the content and pace to fit within a learning schedule of less than 10 hours per week. - Provide clear explanations and real-world examples to increase understanding and stimulate interest. Ideal Skill Set: - Expertise in data science, AI, ML, Deep Learning, and related fields. - Experience in educational instruction or tutoring. - Strong communication skills, especially in distilling complex concepts into understandable terms. - Familiarity with online learning platforms. - Patience and a passion for teaching. Let's embark on this informative adventure together! I am looking forward to sharpening my skill set and broadening my knowledge in these domains with your assistance. Preferred Hindi Speaking...
25 days ago17 proposalsRemoteopportunity
Invoice Program
I need a program to create an invoice with the attached format. 1. I need to be able to program in line items and prices for each of the categories. 2. I need to be able to select the various programmed line items under each category to add to the invoice. Sometimes I may need to select 50 items under each category. Sometimes there may be zero items to add under a category. 3. There will be a specific line item under the equipment category called "Fuel Surcharge". This line item cost is a percentage of the equipment total. I need to be able to program that percentage and update it when necessary. 4. There is a line item under the category Licensing & Environmental Compliance called "Environmental Compliance Fee" This line item is a percentage of the total invoice. I need to be able to program that percentage and update it when necessary. 5. This program does not need to generate or keep track of invoice numbers. I will use an invoice number from my accounting software. 6. The text at the bottom of the invoice should be editable. 7. If possible I would like to have the ability to be able to add a new category to the invoice. 8. The category names that I have provided should be editable. 9. The camera icon at the bottom of the invoice: I need to be able to enter in a google photo link that is clickable. 10. The program should produce a PDF. 11. Obviously it needs to be able to properly add and subtract. 12. In case we ever change logos I want that to be editable. 13. In case we ever change contact information I want that to be editable.
10 days ago43 proposalsRemoteCV & Cover Letter for paid or voluntary work experience
I am a qualified Dentist in Pakistan by obtaining a Bachelors Degree in Dental Sciences. Having moved to the UK over 3 years ago, I am now in the process of registering with the GDC and studying for the ORE (Overseas Registration Exam). I have 1 years work experience as a House Officer (UK Equivalent – Dental Nurse) and have completed various workshops. As part of my application to practice dentistry in the UK I need to gain more practical and clinical experience. I need a strong cover letter and CV to highlight my existing experience but also my desire to continue my career in dentistry in the UK. Whilst I welcome all professional writers to help me, a practicing Dentist/Anyone with experience in this industry is desired. Any questions, please feel free to contact me. Samia
17 days ago33 proposalsRemotepre-funded
Developer Required (C++/C/ASM)
We are currently seeking a seasoned coder proficient in C, C++, and Assembler (x64) languages to assist with development on multiple existing, and new, projects. Key Tasks: - Medium complexity feature development using C/C++, CPP, and ASM - Integrating proposed features with our pre-existing systems - Making significant modifications where necessary for performance optimization Ideal Skills & Experience: - Avid experience in C, C++, and Assembler (x64) languages. - Demonstrable capabilities in new feature development. - Familiarity with system integration and modification. - Solid background in managing medium complexity tasks. - An in-depth understanding of operating system internals, especially Windows. - Knowledge of how different network protocols. - Experience in reverse engineering and familiarity with tools like IDA Pro, Ghidra, or OllyDbg. - Knowledge of cryptography and secure data handling. - Proven track record in exploit development and vulnerability research is a huge benefit. - A bachelor's degree in Computer Science, Information Technology, Cybersecurity, or a related field. Relevant certifications (e.g., CISSP, OSCP) are a plus.
11 days ago12 proposalsRemoteSenior Software Developer - Cross-Border Payment Services
Go Back Senior Software Developer - Cross-Border Payment Services Posted 4 minutes ago Worldwide Position Overview: We are looking for an experienced Senior Software Developer with expertise in cross-border payment services and APIs. The ideal candidate will have a deep understanding of the fintech industry, particularly in the realm of international payments, and possess a proven track record of developing and integrating APIs from leading providers such as Stripe, Adyen, PayPal, TransferWise (Wise), Ripple, Currencycloud, and others. This role offers an exciting opportunity to contribute to the development of cutting-edge solutions that facilitate seamless cross-border transactions for businesses worldwide. Responsibilities: Design, develop, and maintain robust APIs for cross-border payment services, ensuring scalability, reliability, and security. Collaborate with cross-functional teams including product management, UX/UI designers, and quality assurance to deliver high-quality software solutions. Integrate third-party APIs from leading payment service providers into our platform, leveraging their functionalities to enhance our offering. Conduct thorough testing and debugging of APIs to identify and resolve issues promptly. Stay informed about industry trends, emerging technologies, and best practices in cross-border payments to drive continuous innovation. Requirements: Bachelor's degree in Computer Science, Engineering, or related field; Master's degree preferred. years of professional experience as a software developer, with a focus on cross-border payment services and APIs. Proficiency in programming languages such as Java, Python, or Node.js, and experience with API development frameworks. In-depth knowledge of cross-border payment protocols, standards, and regulatory requirements. Strong problem-solving skills and the ability to troubleshoot complex technical issues. Excellent communication skills and the ability to work effectively in a collaborative team environment. Experience with agile development methodologies and version control systems (e.g., Git) is a plus.
16 hours ago9 proposalsRemoteWEB DEVELOPEMENT
Job Title: Remote React.js Web Developer Job Type: Remote, Task Basis/Hourly Rate Experience Level: Minimum 2 years Job Description: We are seeking a talented and experienced React.js Web Developer to join our remote team on a task basis/hourly rate job. The ideal candidate will have a strong understanding of React.js development principles and practices, along with a proven track record of delivering high-quality code in a remote work environment. Responsibilities: Develop new user-facing features using React.js Build reusable components and front-end libraries for future use Translate designs and wireframes into high-quality code Optimize components for maximum performance across a vast array of web-capable devices and browsers Collaborate with other team members and stakeholders Participate in code reviews and provide constructive feedback to peers Stay up-to-date with emerging technologies and industry trends Requirements: Minimum of 2 years of professional experience working with React.js Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model Thorough understanding of React.js and its core principles Experience with popular React.js workflows (such as Flux or Redux) Familiarity with RESTful APIs and GraphQL Knowledge of modern authorization mechanisms, such as JSON Web Token Familiarity with modern front-end build pipelines and tools Experience with common front-end development tools such as Babel, Webpack, NPM, etc. A knack for benchmarking and optimization Familiarity with code versioning tools such as Git Excellent communication and collaboration skills in a remote work environment Preferred Qualifications: Bachelor's degree in Computer Science, Engineering, or a related field Experience with server-side technologies such as Node.js Experience with testing frameworks such as Jest or Enzyme Experience with responsive design and development Experience working in an Agile/Scrum development process Benefits: Flexible remote work environment Competitive hourly rate or task-based compensation Opportunity to work on exciting and challenging projects Collaborative and supportive team environment
8 days ago54 proposalsRemoteSAMPLE MACHINIST NEEDED FOR RTW TAILORING PRE PROD SAMPLES.
Our brand is built upon the principles of craftsmanship, timelessness, and sustainability, and we are actively seeking an experienced garment machinist with expertise in sewing tailored garments such as blazers and coats. Our inaugural collection will feature meticulously crafted pieces made from only the finest natural materials and luxury fabrications, such as 100% virgin wool and 100% cashmere. Every aspect of our garments, from the design to the construction, is meant to showcase the highest level of quality and longevity, which is why we require the skills of a true master in the art of tailoring. As a brand that values sustainability, we are dedicated to minimizing our environmental impact and promoting ethical practices throughout our supply chain. We believe that by working with a skilled artisan like yourself, who possesses a deep understanding of garment construction and tailoring techniques, we can create pieces that not only look beautiful but also stand the test of time, reducing the need for frequent replacements and contributing to a more sustainable fashion industry. Your experience in sewing tailored garments, particularly blazers and coats, would be invaluable in ensuring that our pre-production samples meet our exacting standards and reflect the brand's ethos of timeless craftsmanship. We are seeking a collaborator who can bring our designs to life with precision and attention to detail, ensuring that every stitch and seam is executed flawlessly. If you are interested in working with us on this exciting project, please let me know. We would be thrilled to discuss our vision and requirements in more detail and to learn more about your skills, experiences, and expertise in tailoring. Together, we can create timeless pieces that celebrate the art of garment making while prioritizing sustainability.
20 days ago13 proposalsRemoteCustom shoe soles
We are seeking a talented freelance 3D printing specialist to create custom soles for our innovative footwear business. As our sole designer, you will be responsible for translating customer foot measurements into high-quality, comfortable, and durable 3D-printed soles. **Responsibilities:** - Collaborate with our team to understand customer requirements and preferences. - Utilize 3D modeling software to design custom sole prototypes based on customer foot measurements and preferences. - Optimize designs for 3D printing, ensuring structural integrity, comfort, and performance. - Conduct testing and iteration to refine designs for optimal fit, comfort, and durability. - Produce final 3D-printed soles using advanced additive manufacturing techniques. - Provide guidance and recommendations on suitable materials for different customer needs and preferences. **Requirements:** - Proficiency in 3D modeling software (e.g., SolidWorks, Fusion 360). - Experience with 3D printing technologies, including FDM and SLA/SLS. - Strong understanding of materials science, particularly as it relates to footwear and additive manufacturing. - Excellent problem-solving skills and attention to detail. - Ability to communicate effectively and collaborate with team members remotely. **Optional:** If you have the capability to provide mold-making services in addition to 3D printing, please specify in your application. Mold-making expertise would allow for the creation of physical molds based on customer foot measurements, providing an alternative manufacturing method for custom soles. **How to Apply:** If you are passionate about leveraging 3D printing technology to create innovative custom footwear solutions and meet the requirements outlined above, please submit your resume, portfolio (including examples of 3D-printed designs), and any relevant certifications or qualifications. Additionally, if you offer mold-making services, please include details of your capabilities in this area. We look forward to reviewing your application and potentially collaborating with you to revolutionize the footwear industry with our custom sole designs!
7 days ago12 proposalsRemoteFacade Rendering for Building Design
Seeking a skilled freelancer to create a photorealistic facade rendering for our building design project. The project involves modifying the existing facade, and we need a rendering to visualize the changes. Scope: 1. Review and understand the building design and proposed modifications. 2. Create a 3D model of the modified facade. 3. Apply realistic materials, textures, and lighting. 4. Render high-resolution images from different angles. 5. Incorporate environmental elements to enhance visualization. 6. Provide final rendering and source file. Requirements: 1. Proficiency in 3D rendering software (e.g., Lumion, SketchUp, Revit, Blender). 2. Proven experience in architectural visualization and rendering. 3. Understanding of architectural materials, textures, and lighting. 4. Attention to detail and ability to create realistic renderings. 5. Good communication skills and ability to collaborate with the team. 6. Availability to complete the project within a mutually agreed timeline. In your proposal, please include: 1. Overview of relevant experience and qualifications. 2. Samples of previous facade rendering projects. 3. Software and tools you plan to use. 4. Estimated project timeline and budget. We look forward to reviewing your proposals and working with a talented freelancer on this project.
a month ago49 proposalsRemoteWebsite Developer and Designer
We are seeking a skilled and creative Website Developer and Designer to refresh our business's WordPress website. The ideal candidate will have a strong background in web development and design, with experience working on WordPress websites. The Website Developer and Designer will be responsible for redesigning and updating our website to improve its visual appeal, user experience, and functionality. Responsibilities: -Collaborate with the marketing team to understand the business's goals and website requirements. -Conduct a thorough review of the current website and identify areas for improvement. -Develop a website refresh plan, including a timeline and deliverables. -Design and develop new website features and pages using WordPress and other relevant tools. -Ensure the website is responsive and optimized for mobile devices. -Integrate plugins and third-party tools to enhance website functionality. -Test the website across different browsers and devices to ensure compatibility and performance. -Provide training and support to the marketing team on managing and updating the website. Qualifications: -Proven experience in web development and design, with a strong portfolio showcasing WordPress projects. -Proficiency in WordPress, HTML, CSS, JavaScript, and other relevant web technologies. -Experience with responsive design and mobile optimization. -Strong understanding of UX/UI principles and best practices. -Excellent communication skills and ability to collaborate with cross-functional teams. -Ability to work independently and manage multiple projects simultaneously. -Experience with SEO best practices is a plus. Tools we use: Hubspot Canva Constant Contact Wordpress Google Suite Slack About CDG is an impact platform and consulting agency that creates and educates tools for companies. Our Impact pillars are centered on racial equity, environmental justice, and community engagement. Our goal? To make the right thing, the easy thing. We offer training, assessments, events, consulting, and an innovative Giveback Program activating customers towards each brand’s purpose, social impact, and regulatory requirements (when applicable). We get the most excitement about partnering, recognizing, and awarding those companies leading the way making our industry a purposeful and impactful sector. Culture: How We Honor Each Other and Our Work We encourage diverse candidates to apply. CDG actively seeks BIPOC, LBTQIA+, and non-binary perspectives to support our mission and growth. Working with CDG requires actively anti-racist daily practice, a commitment to inclusivity in all forms, and complete adherence to anti-oppression language, professionalism, and relationship development. We recognize the weaponization of cannabis as a means to oppress marginalized communities and acknowledge our responsibility in dismantling racial and political violence against BIPOC communities. We strive to create a culture of belonging, grace, compassion, and humble learning and as such, any breach in our Code of Conduct or displays of bigotry, hate, prejudice or racism will result in an immediate release of position within CDG.
10 days ago27 proposalsRemoteFreelance Sales/Closer Representative
Job Title: Freelance Sales/Closer Representative We are a premier web and app development firm based in London, specialising in crafting bespoke websites and mobile applications tailored to the unique needs of our clients. With a team of talented developers and designers, we deliver innovative and high-quality solutions that help businesses thrive in today's digital landscape. Job Description: Position: Freelance Sales/Closer Representative Location: Remote (London-based preferred) Job Type: Freelance/Contract Responsibilities: - Prospect, identify, and actively pursue new business opportunities within the target market segments for web and app development services. - Build and maintain strong relationships with potential clients through effective communication, presentations, and follow-up strategies. - Conduct in-depth needs assessments to understand clients' requirements and propose tailored solutions that align with their business objectives. - Collaborate closely with the development team to craft compelling proposals, quotes, and presentations that effectively showcase our capabilities and value proposition. - Negotiate contracts, terms, and pricing agreements with clients to secure new business and achieve revenue targets. - Provide exceptional customer service throughout the sales process, ensuring a seamless transition from initial contact to project kickoff. - Stay informed about industry trends, competitor offerings, and emerging technologies to effectively position our services and differentiate our firm in the market. - Maintain accurate records of sales activities, pipeline, and client interactions using CRM software. Collaborate with marketing and business development teams to develop strategies for lead generation, conversion, and customer retention. Qualifications: - Proven track record of success in freelance sales, business development, or related roles, preferably within the technology or digital services industry. - Strong understanding of web and app development processes, technologies, and trends. - Excellent communication, presentation, and negotiation skills, with the ability to articulate technical concepts to non-technical audiences. - Results-driven mindset with a focus on achieving and exceeding sales targets and KPIs. - Ability to work independently and manage own schedule effectively. - Proficiency in CRM software (e.g., Salesforce, HubSpot) and Microsoft Office Suite. - Bachelor's degree in business, marketing, computer science, or a related field is preferred. Join IV as a freelance sales/closer representative and play a crucial role in driving growth and success by connecting businesses with our cutting-edge web and app solutions. Apply now to be part of our dynamic team!
11 days ago16 proposalsRemoteopportunity
Expert Data Scientist in Unsupervised Fraud/Outlier Detection
Position: Expert Data Scientist Specialization: Unsupervised Fraud Detection/Outlier Detection Type: Part-time that may become full-time(minimum 20 hours/week) Please find here a blog that is an introductory to the challenge that we're handling with: https://medium.com/dataman-in-ai/2-features-for-healthcare-fraud-waste-and-abuse-7c262ac59859 ** The project has already commenced. The data scientist must be prepared to join our team and possess skills in rapid learning, agility, and experience. Company Overview: Our company is a cutting-edge insurtech-healthtech company that is revolutionizing the way of finding frauds and diagnosis. We are dedicated to leveraging advanced machine learning, deep learning, and artificial intelligence techniques to solve complex problems in insurtech-healthtech. As we continue to grow, we are seeking a talented and experienced ML/DL/AI Expert Data Scientist to join our team and play a pivotal role in enhancing our fraud detection and outlier detection capabilities. An example of this project can be - If we have 3 cases where Chest X-RAY (medical test) was ordered - in the first, patient has infection and fever and Chest X-RAY was ordered. In the second case, a procedure was scheduled to a patient and Chest X-RAY was ordered. In the third case, a patient came to the hospital with a broken leg, and Chest X-RAY was ordered. The third case is an outlier, because a broken leg and Chest X-RAY are not related. We need to flag on the third case, and specifically on the Chest X-RAY. About the data - structured dataset consists majorly Boolean features of medical conditions, medical history, medical test, demographics, financial. Role and Responsibilities: As an ML/DL/AI Expert Data Scientist specializing in Fraud Detection/Outlier Detection, you will be responsible for: Model Development: Design, develop, and implement models, etc. for fraud detection and outlier detection. Feature Engineering: Wise Feature Engineering to add to our working pipeline, we would like to add a couple of additional features, add additional model that will cover some other angels, for example, similarity model (Spectral/Contextual Clustering), and time series analysis model, and plug them into our current processes. Learning Event Sequences: Utilize your expertise in handling learning event sequences and similarities to build models that can effectively capture and analyze sequential data patterns for fraud detection. Collaboration: Collaborate with cross-functional teams including data engineers, domain experts, and software developers to integrate the developed models into our existing systems and applications. Contribute to a cohesive team environment that fosters knowledge sharing and innovation. ** It is not anomaly detection, it is fraud detection. Qualifications: - Proven experience (at least 3 years) working on fraud detection and/or outlier detection projects, Python and Data Science. - Strong background in Feature Engineering, handling imbalanced datasets and designing solutions to address data class imbalance. - Proficiency in programming languages such as Python, ML - Experience in analyzing and interpreting complex learning event sequences for fraud detection purposes. - Exceptional ability to communicate complex technical concepts to both technical and non-technical stakeholders. - Prior experience with insurance and/or healthcare data is a significant advantage. - Strong problem-solving skills and the ability to work independently in a dynamic environment. Benefits: Opportunity to work on cutting-edge projects that have a meaningful impact on healthcare. Collaborative and innovative work culture that values learning and growth. Access to the latest tools, resources, and research in the field of ML/DL/AI. If you're a passionate and experienced ML/DL/AI Expert with a focus and experience with Fraud Detection/Outlier Detection and are excited about contributing to the growth and success of our Company, we encourage you to apply. Join us in our mission to revolutionize healthcare through advanced data science and AI techniques.
a month ago25 proposalsRemote
Past "Environmental-science" Projects
Data Science Coding: R, Python
I have a number of codes that need to be completed. A relatively small job but extending over through March. Likely to be completed in 20-minutes per session, @ 10 sessions.
Complete Explanation For Data Science Resume Projects
I want help in explaining my data science projects in interview in a detailed manner . I am data science professional looking for a job switch of 3 years. Projects: 1) CONSUMER COMPLAINT CLASSIFICATION (NLP) Building an API and training model to classify future complaints based on its content for a banking firm. The dataset is of 2 million rows, 5+ years historical data. Skills/Technology: Python, SVM classification, Random Forest ,Flask, Glove ,Word2Vec 2) PREDICTIVE MAINTENANCE Built an end to end machine learning model for a heavy industry firm which records different features like power,temperature etc for machines and predicting whether failure will happen or not. Skill/Technology: Python, FastAPI, Digital Ocean.,Streamlit,Docker 3) RECOMMENDATION ENGINE FOR AUTOMATED TRADING PLATFORM Developed custom Technical Indicators Functions to analyse historical price data and market trends, triggering buying signals when specific conditions were met. Empowered traders clients with actionable insights by providing timely buy signals aligned with market trends. Skill/Technology: TA-Lib, TensorFlow, NumPy, Pandas, sklearn, statsmodels 4) INSURANCE POLICY CROSS SELLING A classification/ranking project aimed to detect health insurance customers most likely to buy a new type of insurance from the company - car insurance. To solve this problem a machine learning model was built to classify the customers by their probability of buying the insurance. The Heroku platform was used to deploy the ML model, which will respond to requests via API. Skill/Technology: XGBoost,LightGBM, NumPy, Flask,Heroku 5) CUSTOMER CHURN PREDICTION FOR A MALAYSIAN BANK Developed a model to analyse customer data and predict churn to boost customer retention.Employed statistical techniques on customer data using Pandas, Seaborn, and Sklearn. Reduced customer churn rate by 7%, leading to increased revenue, lower marketing costs, and enhanced customer loyalty.
opportunity
Full-Stack Developer, Data Science, Machine Learning & AI
We are looking is have an innovative system designed to optimize purchase decisions for a small business specializing in the refurbishment and sale of IT products, such as laptops and PCs, across multiple online platforms (Amazon, eBay, Shopify). The system aims to use data-driven insights to rank products based on profitability and stock levels, facilitating smarter buying decisions. It will feature interactive 'Buying Requirement Sheets’ for use by purchasing team members, historical purchase records, and supplier data to assist purchasers in the buying process. It will also provide various detailed sales analysis reports as well as employing machine learning to spot golden nuggets or likely areas of increased profitability. Technical Scope: Full-Stack Development: Build a user-friendly interface for inputting and displaying data, integrating with real-time sales feeds, and managing user access based on credentials and IP. Data Science & Analysis: Implement algorithms to analyse sales data, calculate profit and loss in real time, and project future sales trends. Machine Learning: Develop models to identify patterns in sales data, suggesting products with the highest return on investment based on historical performance and market trends. Requirements: Experience in building scalable full-stack applications, preferably with knowledge of Python, R, Node.js, Express, and relevant front-end technologies. Proficiency in data manipulation and analysis tools (e.g., Pandas, NumPy) and machine learning libraries (e.g., Scikit-Learn, TensorFlow). Familiarity with database management (PostgreSQL, MySQL) and cloud platforms (AWS, Azure, Google Cloud) for deploying and scaling applications. Understanding of e-commerce dynamics and the ability to integrate with FileMaker Pro (internal) and external APIs (Amazon, eBay, Shopify) for real-time data fetching. Project Goals: 1. Dynamic Profit & Loss Calculation: Real-time tracking of sales and costs to determine profitability. 2. Purchase Recommendation System: Use current stock levels and profitability projections to generate ranked buying lists. 3. Historical Data Analysis: Leverage past purchase and sales data to forecast trends and inform buying decisions. 4. Machine Learning Insights: Identify profitable product characteristics and optimize inventory based on predictive analytics. Data Handling: - Real-time and historical sales and cost data integration. - Automated and manual data entry options for cost and sales price adjustments. - Security measures for data access and manipulation. Considerations: - The interfaces should be intuitive for users with varying levels of technical expertise. - The system will augment existing processes (e.g., FileMaker Pro for production flow and management), requiring seamless data exchange capabilities. - AI as a future extension to become involved in purchasing - searching and finding stock. Closing: We are seeking a dynamic Full-Stack Developer with expertise in Data Science and Machine Learning & AI more widely to join our project. The ideal candidate will bring innovative solutions to complex problems, helping us achieve our goal of maximizing profitability through data-driven decision-making. Machine Learning Insights: The core of our machine learning initiative within PERCY is to uncover hidden trends and profitability factors across a vast array of product categories and characteristics. Our inventory, including refurbished and upgraded items, spans numerous categories (e.g., laptops) and sub-categories (e.g., laptops-traditional, laptops-DELL), with each products featuring up to 25 distinct characteristics. These characteristics range from hardware specifications (Manufacturer, CPU Generation, Screen Resolution, SSD size, etc.) to sales channels (Amazon UK, eBay Germany, Shopify, etc.). Our objective is for the machine learning model to analyse these dimensions to identify highly profitable and fast-selling combinations of characteristics. For instance, discovering that laptops with a 7th Gen CPU, VPRO capability, and 2TB Gen 4 NVME drives yield 30% higher profits and sell 50% faster than other configurations would be invaluable. Such insights will enable us to prioritize refurbishing efforts and inventory purchases towards the most lucrative products, significantly impacting our ROI and sales velocity. This machine learning functionality will not only automate the identification of profitable trends but also adapt to evolving market conditions, ensuring our buying and refurbishing strategies remain ahead of the curve. Collaboration: Collaboration with the team to understand the nuances of the business model and the specifics of IT product refurbishment and sales will be very beneficial. Data Security: Given the importance of data security, especially with sales data and profitability analytics, providing more details on expected security protocols could be beneficial.
opportunity
I need a short animated video to showcase a data science tool
I need a designer that can create and edit video to create a short 1.3minute video to showcase a sales tool. The video needs to be eye catching and I don't mind if it is based on a pre existing template as long as we add seamlessly some screenshots from the sales tool and the narrative in text ( greek) which I will be providing.
Looking for someone to write a content Website
I need a proficient writer to develop the content for a website focused on home clearance services. The site will provide informative articles addressing various aspects of clearing and cleaning out houses, from tips for organizating and decluttering to details on charitiable donation pickup and waste disposal options. Initial content topics should include an overview of the home clearnace process, how to declutter rooms like the attic, basement and garage, categorizing items to keep, donate or throw away, environmentally friendly disposal methods, and hiring professionals for large cleanouts. Future articles can cover niche areas like clearing out a deceased relative's home or prepping a property for sale