Computer Science Student · Full Stack Developer · AI/ML Enthusiast
ameymvaidya@gmail.com ·
LinkedIn ·
Portfolio
I'm a Computer Science student focused on building scalable software systems, with a strong foundation in C++ and growing expertise in full-stack development. I'm passionate about solving complex problems through AI-powered applications — particularly around RAG pipelines, explainable AI (XAI), and end-to-end web products.
| Project | Stack | Links |
|---|---|---|
| DriftInsights — Real-time ML concept drift detection with SHAP-based explainability | Python, ADWIN, SHAP, XGBoost, Scikit-learn | GitHub |
| TicketFlow AI — AI-powered ticket management with multi-agent pipeline & RAG-based LLM workflow | FastAPI, React, MongoDB, ChromaDB, Ollama | GitHub · Live |
| Study Flow — AI-powered study platform with RAG pipeline and offline LLM inference | MERN, Ollama, RAG, MongoDB | GitHub · Live |
Languages: C++, Python, Java, C, JavaScript
Frontend: React, Next.js, Tailwind CSS, Bootstrap
Backend: Node.js, Express.js, REST APIs, Caching
Databases: PostgreSQL, MongoDB, SQLite, ChromaDB, Redis
AI/ML: Machine Learning, RAG, LLM Integration, Ollama
Tools: Git, Docker, Linux, VS Code, Vercel
Automation & APIs: n8n, Discord API, OAuth2
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Full Stack Developer Intern @ PyRunAI (March 2026 – Present)
Enhanced product showcase website with React/Next.js, improving page load performance by 30% -
Frontend Intern @ Golder Dreams Software Systems (June 2023 – July 2023)
Delivered 3+ client-facing web pages and improved responsive UI across 4+ web applications
- 🥇 Winner — Atos Srijan Hackathon 2026
- 🔟 Top 10 — NSOC'26 Open Source Contribution Workshop (ongoing)
- 🏁 Finalist — SpectraX'26 AI/ML Hackathon, VIT Pune
- 🔝 Top 15 — Hacktopia, Pimpri Chinchwad College of Engineering
- 📄 Published research paper on Bloom's Taxonomy-based question paper generation in IJSREM
- Generative AI | IBM SkillsBuild — Udemy (Apr 2026)
- AWS Academy Graduate — Cloud Foundations (Mar 2026)
- Problem Solving (Basic) — HackerRank (Feb 2025)
- Java Training Certification — Spoken Tutorial, IIT Bombay (Mar 2024)
"Building things that think."