AI/ML Engineer · Full-Stack Developer · Applied Research
B.Tech Artificial Intelligence & Data Analytics · Sri Ramachandra Institute of Higher Education and Research · 2024–2028
B.Tech student in AI and Data Analytics who learns by building. My work spans forecasting and risk models, computer vision, NLP and RAG, applied finance, and production full-stack SaaS. I prefer shipping a working version over polishing a slide.
Currently interning across two cleantech companies and serving as a Student Council Member at SRIHER.
ML / AI
Python TensorFlow PyTorch XGBoost LightGBM CatBoost Scikit-learn Prophet FastAPI FAISS sentence-transformers llama.cpp
Full-Stack
React Next.js Node.js Express MongoDB PostgreSQL TypeScript Vite JWT
Infrastructure
Docker Cloudflare Vercel Wrangler Redis
CV / NLP
OpenCV YOLOv4 Darknet TF-IDF ChemBERTa Grad-CAM
Full write-ups for every project: jeyadev.dev/projects
| Project | What it is | Stack |
|---|---|---|
| ScamShield | Explainable, obfuscation-robust scam SMS detector for Indian messages — 8 models benchmarked, deployed SVM hits 0.97 F1 | scikit-learn · PyTorch · DistilBERT · FastAPI · React |
| PHYS-TRUST Lite | Trust-adaptive, physics-informed air-quality estimation on one Arduino node with an LSTM-ensemble prior and conformal bands | Arduino · PyTorch · FastAPI · React · Ollama |
| FRONTIER | Local AI content agent for a student Discord community — drafts posts in your style, publishes only after human approval | FastAPI · React · Ollama · discord.py · MCP |
| GloVe from Scratch | GloVe word embeddings from first principles on WikiText-2 — hand-derived gradients, manual AdaGrad, no autograd | PyTorch · CUDA · NumPy |
| sret-rag | Self-hosted RAG system on a 4-PC LAN cluster for my college — fully offline, no cloud | FastAPI · FAISS · llama.cpp · Qwen2.5 · SQLite |
| PolyBot | Autonomous trading engine for Polymarket — live order book ingestion, strategy scoring, on-chain execution | Python · FastAPI · Web3 · Redis · PostgreSQL · Docker |
| AbsorbAI | Clinical decision-support platform simulating drug behavior across ~45 drugs, with 10-layer PK/PD engine and Bayesian updates | Django · NetworkX · Gemma 1.5B |
| Market Oracle | Commodity price forecasting via 9-model ensemble + Bayesian meta-ensemble | PyTorch · NeuralProphet · Chronos · Transformers |
| AeroSight | AQI/mortality dual-model forecasting with auto-generated PDF reports — placed 2nd at Research Day 2025 | Prophet · XGBoost · Open-Meteo |
| Cardio Detection Engine | Cardiovascular risk dashboard + API backed by a model zoo with auto-selected best model | Streamlit · Flask · XGBoost · LightGBM · CatBoost |
| Cardiovascular Risk Prediction | End-to-end ML pipeline with engineered features (BMI, MAP, pulse pressure, heuristic risk score) | scikit-learn · XGBoost · LightGBM · TensorFlow |
| AI Drug-Food Interactions | Classifies drug-food interactions into 6 categories via TF-IDF + ensemble (99.2% accuracy) | Scikit-learn · Streamlit |
| T20 Fantasy Impact Model | Dual LightGBM models predicting batting/bowling impact for Dream11-style optimal XI selection | LightGBM · pandas · joblib |
| Intel Scene Classification | CNN vs VGG16 vs bagged ensemble comparison on 6 scene classes (~93% accuracy) with Grad-CAM | TensorFlow · Keras · scikit-learn |
| ANPR-YOLOv4 | Custom-trained YOLOv4 number plate detector for cars, bikes, and autos | YOLOv4 · Darknet · OpenCV |
| EcoSynth | Neuro-symbolic green retrosynthesis planner combining symbolic chemistry rules, RAG, and a green-chemistry scorer | FastAPI · ChromaDB · ChemBERTa · React |
| HyperlocalAQ | High-res Chennai AQ modeling integrating 7 APIs with hybrid IDW and fire/traffic adjustments | Python · Folium |
| Pollumap V3 | Real-time AQI dashboard with XGBoost 24h forecasts, A* healthy routing, and IoT sensor view | React · Flask · MongoDB · XGBoost · Leaflet |
| Project | What it is | Stack |
|---|---|---|
| Attendance ERP | Multi-semester college attendance system built for real timetables — multi-hour labs, partial exam days, bunk detection | Next.js · Hono · Cloudflare Workers · D1 · Prisma |
| ASPCV CRM | Full-stack CRM covering lead → deal → project → installation → support + HR, payroll, inventory, invoicing, and RBAC | React · TypeScript · Node.js · Express · PostgreSQL |
| Aspiration Cleantech Ventures | Production MERN-stack platform for a solar energy company — JWT auth, Helmet security, Cloudinary uploads | React · Vite · TypeScript · Node.js · MongoDB |
| Aspiration Cleantech Academy | Job-oriented training platform (HVAC, entrepreneurship, digital marketing) deployed live on Cloudflare | Next.js · TypeScript · Express · MongoDB |
| sret-noticeboard | College notice board with admin panel, role-based auth, image notices, and FullCalendar event calendar | Node.js · Express · MongoDB · JWT · Multer |
| VoteIQ | AI civic education app for first-time Indian voters — built in 8 hours at Google Prompt Wars | Flask · Gemini 2.0 Flash · Google OAuth |
| Project | What it is | Stack |
|---|---|---|
| Advanced CLI Web Scrapper | Full-site archiver handling dynamic pages, crawl depth, URL filtering, and concurrent downloads | Python · Playwright · BeautifulSoup |
| Quantum Teleportation Simulation | Zero-dependency browser visualizer for the quantum teleportation protocol with noise models | JavaScript · SVG |
| Sudoku Visualisation | Side-by-side Backtracking vs MRV timing comparison with native graphics | C++ · SFML |
| InstaAnalyzer | Identifies mutual followers and non-followbacks with clean terminal output | Python · Instaloader · Rich |
| Arduino Calc: Matrix Edition | Calculator mapping Von Neumann CPU concepts to Arduino hardware with a Web Serial matrix UI | Arduino · Web Serial API |
| Urban Farming Simulator | OOP rooftop farm sim modeling crop biology, seasonal weather, and market fluctuations | Java |
| Crorepati Quiz Game | CLI quiz game inspired by Kaun Banega Crorepati with lifelines and prize escalation | Java |
ASPCV CRM — SaaS Developer Intern · Aspiration Cleantech Ventures · May 2026–Present
Full-Stack Developer Intern · Aspiration Cleantech Ventures · Jan–Mar 2026
Digital Marketing Intern · Aspiration Cleantech Academy · May 2026–Present
Machine Learning Intern · Sri Ramachandra Faculty of Engineering and Technology · May–Jul 2025
Student Council Member · SRIHER · Jul 2026–Present
31+ projects · 2 companies · Chennai, India · jeyadev.dev
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