Building Estimation 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.
22 days ago18 proposalsRemoteopportunity
Marketing Expert for Client Acquisition in Data Analytics Sector
We are a startup data analytics company seeking a highly skilled marketing expert to help us find new clients. Our services are centered around providing top-tier data analysis solutions to mid and large market businesses, utilizing the most advanced tools and AI techniques available. The successful candidate will be responsible for developing and implementing a comprehensive marketing strategy aimed at generating leads and facilitating meetings for our sales team. Key Responsibilities: - Design and execute a marketing plan that effectively targets our ideal customer segment. - Experience in using lead generator tools to build a robust list of potential clients. - Conduct outreach to generate leads and arrange sales meetings. - Analyze the performance of marketing initiatives to continually refine our strategy. Freelancer Requirements: - Expertise in lead generating tools to find the targeted clients needed for our business. - Proven ability in crafting and implementing innovative marketing strategies in the B2B space, ideally within the tech or data analytics domain. - A portfolio demonstrating previous marketing successes, particularly in lead generation and customer acquisition. - Strong communication skills for creating impactful marketing content and outreach communications. - Knowledge of data analysis tools would be a plus but not required (e.g., Tableau, Power BI, Adobe Analytics, HubSpot, Salesforce). We use these tools to provide data analysis services. Project Goals/Objectives: - Position our company as a go-to solution for businesses seeking advanced data analysis services. - Deliver a consistent flow of qualified leads to our sales team, driving customer acquisition and business growth. Timeline: Immediate start, with the goal of achieving measurable results. There will be opportunity for ongoing work for a talented freelancer.
a month ago19 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
a month ago62 proposalsRemoteopportunity
Social Media Marketing Expert Required
Hi, Are you a savvy social media marketer with a knack for Facebook advertising, email marketing, and persuasive copywriting? We're seeking a talented individual to join our company on a freelance basis. About Us: Proactiv is a dynamic marketing company with a foundation built on tele & face to face, direct sales. We pride ourselves on supporting independent business owners, with our overhead reducing, reusable products & revenue generating concepts, which are an alternative to advertising. We have a very ambitious plan to expand globally. Description: We're looking for a skilled social media marketer who can elevate our online presence through strategic Facebook marketing campaigns, engaging email newsletters, and compelling copywriting. The ideal candidate should have a proven track record of driving results and increasing engagement across various social media platforms. Responsibilities: Develop and execute high-impact Facebook marketing strategies to drive lead generation and online engagement. Craft compelling copy for social media posts, ads, and email campaigns to resonate with our target audience. Implement effective email marketing campaigns to nurture leads and drive conversions. Monitor and analyse campaign performance metrics, adjusting strategies as needed to maximise results. Collaborate closely with our team to align digital marketing efforts with our overall business objectives. Requirements: Proven experience in Facebook advertising, email marketing, and copywriting, preferably within a fast-paced environment. Demonstrated success in rapidly generating leads and building brand awareness through social media channels. Proficiency in analysing data to inform marketing decisions and optimize campaign performance. Excellent communication skills and the ability to work collaboratively with cross-functional teams. Passion for staying ahead of digital marketing trends and continuously improving strategies. If you take a look at the attachment you will find a detailed plan. If this is of interest you will only be taken seriously if you have been through the drive link (which you need to request). https://drive.google.com/drive/folders/1pX0Srl3zN3PcUTYp9cvUdOJrVqu-Qkp0?usp=drive_link A meeting will be arranged your plan & cost implications. To be considered you will need to confirm you have been through the information provided. Details of costs - online & for your services. If you could mention what else you have been involved with that has some similarities to what we do. We look forward to hearing from you. Regards Justin Proactiv
24 days ago25 proposalsRemote