Ios 7 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.
a month ago17 proposalsRemoteopportunity
Porting Velociraptor to Odroid N2+ platform
Description We are seeking a software developer (not website designers) to compile the ARM64 code, which is based on Go, from GitHub. The goal is to ensure the Velociraptor server operates on the Odroid N2+ platform (4GB RAM), by creating an installer or Debian package (.deb) that functions flawlessly on Debian Ubuntu 20.04 (MATE Desktop). For more details on the platform, visit: https://wiki.odroid.com/odroid-n2/os_images/ubuntu. The project involves adapting the Velociraptor software, an open-source security tool https://docs.velociraptor.app/, to work seamlessly on the Odroid N2+ platform, a powerful ARM-based single-board computer. The primary goal is to ensure that Velociraptor runs efficiently on Odroid N2+, leveraging the device's capabilities for security monitoring and digital forensics operations. Objectives: 1. Assess the compatibility of Velociraptor with the Odroid N2+ hardware and ARM architecture. 2. Modify the Velociraptor source code for optimal performance on the Odroid N2+. 3. Ensure all Velociraptor functionalities are operational on the new platform. 4. Conduct thorough testing to ensure stability and performance. 5. Create documentation (a walk through) for installing, configuring, and using Velociraptor on Odroid N2+ showing how it was done and how to use the installer (ie any prerequisites or tips to get Velociraptor working) Deliverables: 1. Modified Velociraptor source code compatible with Odroid N2+. 2. A detailed report on code changes and adaptations made for the ARM architecture. 3. Comprehensive testing reports, including performance benchmarks and stability assessments. 4. User-friendly installation and configuration guide for Velociraptor on Odroid N2+. 5. Final project report summarizing the project's outcomes and providing recommendations for future enhancements. Skills Required: 1. Proficiency in Go programming language. 2. Experience with ARM architecture, specifically with Odroid devices. 3. Understanding of cybersecurity concepts and tools. 4. Ability to perform software testing and debugging. 5. Strong documentation and communication skills. Timeline: Week 1-2: Initial assessment and planning. Week 3-4: Code modification and adaptation. Week 5-6: Internal testing and bug fixing. Week 7: External beta testing and final adjustments. Week 8: Documentation and project wrap up.
24 days ago9 proposalsRemoteBook Product Manager for Bestseller Launch
We are seeking a highly experienced and dynamic Book Product Manager to spearhead the creation and launch of a management book poised to become a bestseller in 2024. This role is for a driven individual accustomed to high-pressure, demanding environments, with a proven track record of delivering exceptional results. The ideal candidate will build and manage a dedicated team to fulfill a comprehensive list of deliverables, ensuring the seamless execution of each stage of the book’s development, from inception to post-launch marketing. You will play a pivotal role in transforming a book idea into a widely recognized and commercially successful product. We expect you to have an entrepreneurial mindset with the ability to take charge and navigate complex project landscapes. You should be comfortable engaging with high-profile industry experts and possess a network that includes contacts at esteemed media outlets, such as MIT, TechCrunch, Harvard Business Review, Forbes, and other reputable platforms in the management sphere. Key Deliverables : Create and lead a team in charge of the following: Writting Services Manage collaboration with a top-tier ghostwriter to: 1. Organize text revisions 2. Develop a cohesive book idea into a polished professional positioning and roadmap 3. Conduct and transcribe content interviews with testimonials that will be added into the book, transforming them into a compelling manuscript 4. Manage a series of revisions to fine-tune the manuscript Publishing Services Build a publishing team to: 1. Oversee a thorough proofreading process. 2. Direct the creation of the book cover design, offering multiple options and accommodating revisions. 3. Manage the interior layout design 4. Manage the eBook conversion process. 5. Handle copyright and ISBN registration, with the choice to publish under our company’s imprint or the author’s. 6. Arrange formatting, publishing, and distribution through major booksellers, including Amazon. 7. Secure up to 1000 author copies of the book. 8. Coordinate the production and distribution of the audiobook version. 9. Communicate distribution limitations, with a focus on solutions for international dissemination. 10. Manage international distribution. Translation Rights with foreign publishers 1. Offer exclusive representation for translation deals for two years. 2. Partner with foreign rights agents to negotiate with foreign publishers. 3. Ensure the author receives 60% of any advance and royalties from foreign sales. Marketing Services 1. Craft a customized marketing plan aimed at making the book a bestseller. 2. Generate social media graphics and articles for promotional campaigns. 3. Construct a media-ready press kit for high-caliber coverage. 4. Orchestrate book launch week activities, maximizing visibility and impact. 5. Execute network outreach and provide email templates to boost the launch. 6. Obtain Amazon reviews of high quality 7. Organize a Goodreads giveaway. 8. Secure interviews and coverage through media and podcast outreach, targeting high-standard management outlets such as MIT, TechCrunch, Harvard Business Review, Forbes, and other reputable platforms in the management sphere. 9. Manage submissions for professional book reviews. 10. Regularly publish content on platforms like LinkedIn to maintain engagement. 11. Administer Amazon Advertising campaigns, utilizing allocated budgets effectively. 12. Deliver weekly progress reports and compile a comprehensive final coverage report. 13. Develop a book landing page with an enticing lead magnet and a strategic email sequence. Candidate Profile The individual we seek will have the following attributes: - A high-performing, meticulous project manager with experience in book launches. - Exceptional organizational skills and the ability to manage complex projects with multiple components. - A strong communicator with the ability to lead and inspire a team. - Established connections with high-standard media outlets in the management domain. - A strategic thinker with a keen eye for market trends and promotional opportunities. - Experience in budget management and resource allocation to maximize project ROI. How to Apply: If you are ready to take on the challenge of delivering a management book that will dominate the bestseller lists in 2024, please apply with your CV, a cover letter detailing your relevant experience, and a portfolio showcasing previous book launches or similar projects you have managed. We are excited to welcome a Book Product Manager who can elevate our vision and drive this project to unprecedented success.
3 hours ago3 proposalsRemote