Engineering student at BITS Pilani with hands-on experience building ML pipelines, full-stack web apps, and financial trading algorithms across four internships. I like shipping things that work.
Open to opportunitiesexperience
- Engineered dividend-based trading algorithms enabling systematic portfolio rebalancing during backtesting.
- Architected financial data pipelines using Redis and AWS S3, reducing latency for high-frequency analysis.
- Performed backtesting and performance evaluation to optimise portfolio allocation and risk-adjusted returns.
- Deployed a corrosion detection model trained on 4,000+ images, enabling defect identification from camera feeds.
- Automated dataset generation using Selenium for web scraping, increasing data quality and model generalisation.
- Developed a TensorFlow.js application for pipe detection, diameter estimation, and predictive fouling analysis.
- Engineered an architectural layout tool using graph theory to enable customisable and constraint-aware designs.
- Developed interactive UIs with React and D3.js for real-time architectural layout visualisations.
- Integrated global state management with Redux Toolkit, improving application scalability and data consistency.
- Delivered production-grade ERP systems for education and manufacturing clients using Flask and SQLite.
- Implemented Computer Vision pipelines to process camera feeds and integrated outputs into client dashboards.
- Consumed RESTful APIs, leveraging Chart.js for improving data accessibility and decision-making for end users.
projects
PERN-stack application enabling student profiles, media uploads, and leaderboard-based engagement. Drove a 500% increase in user engagement with 9,000+ submissions through performance optimisations.
AI-powered CLI tool that auto-generates README.md files using GPT-4, with 500+ downloads in the first week. Built with tokenised auth, subcommands, and sub-1s startup time.
Fully responsive, mobile-first web application for a local NGO to grow their digital outreach. Deployed on GoDaddy with DNS configuration and HTTPS/SSL certification.
skills
education
contact
Whether it's an interesting ML problem, a full-stack project, or something in between — feel free to reach out. I reply to everything.
devsatish08@gmail.com