AI engineer & researcher · computer vision · agentic RAG · geospatial ML
Portfolio · LinkedIn · yash.garad27@gmail.com
B.E. Artificial Intelligence student at St. Vincent Pallotti College of Engineering & Technology, Nagpur (expected 2027). I build AI systems that can be checked: verifiable agents, edge-deployable models, and evaluation that reports what actually happened. Current interests: verification-guided LLM agents, explainable medical imaging, and geospatial risk modelling.
| Project | What it is | Area |
|---|---|---|
| agentic-linear-algebra-tutor | Multi-agent tutor where a SymPy verifier checks every step; misconception taxonomy and benchmark against unverified LLM baselines | Agentic AI · Education |
| edgeseiz-net | Lightweight EEG seizure detector for ESP32 / Raspberry Pi, evaluated patient-independently on CHB-MIT | Edge AI · Healthcare |
| clarity-ct-evidence | Evidence base for a narrative review of explainable AI for chest CT (2025–2026) | XAI · Medical imaging |
| kolhapur-flood-digital-twin | Seven-layer pluvial-flood nowcasting digital twin on open data, with honest back-tested skill | Geospatial · Digital twins |
| ppe-compliance-vision | YOLO-based PPE compliance monitoring with alerting and staged evaluation | Computer vision |
| intrushield | NSL-KDD intrusion detection with leak-free two-protocol evaluation and SHAP explanations | Security ML |
| multilingual-sarcasm-detection | Sarcasm detection for Indian code-mixed text (BiLSTM + attention, XLM-R) | NLP |
| Project | What it is | Stack |
|---|---|---|
| AadhaarX | Digital identity verification prototype: face matching, liveness checks, audit trail | Next.js · NestJS · TypeScript |
| AgroSense-AI | District-level rainfall, crop-yield and climate-risk platform for Vidarbha | Python · XGBoost · LSTM · FastAPI |
| mathgpt | Neuro-symbolic math workspace combining Gemini, Lean 4 and SymPy | React · FastAPI · Lean 4 |
| adhyayan | Fully offline study-assistant agent: local LLM + RAG, no API key | Ollama · FastAPI |
| swarkavach | On-device voice-clone detection workflow (Smart India Hackathon 2026) | JavaScript |
| agentic-rag-simulator | Interactive architecture simulator for an offline agentic RAG + Text-to-SQL assistant | Next.js · React Flow |
- ML / DL: Python, PyTorch, TensorFlow, scikit-learn, XGBoost, Hugging Face Transformers
- Vision & NLP: OpenCV, YOLO, XLM-R, SHAP / LIME
- LLMs & agents: Ollama, Gemini API, RAG pipelines, Text-to-SQL, SymPy, Lean 4
- Geospatial: GeoPandas, Rasterio, Folium, Mapbox GL
- Web & infra: FastAPI, Next.js, React, Node.js, PostgreSQL, Docker, GitHub Actions, Vercel
Open to AI research and engineering collaborations.