class AyushGupta:
role = "Backend & AI Engineer"
location = "India 🇮🇳"
experience = ["SDE-Groww", "Research @ IIIT Lucknow", "AI/ML Backend Engineer BYOL Academy"]
superpower = "Building AI systems that know what they don't know"
currently = [
"Designing RAG pipelines that are grounded, not hallucinating",
"Building scalable backend systems with clean architecture",
"Exploring LLM orchestration & agentic workflows",
]
philosophy = "Ship things that work. Explain things that are complex. Refuse to guess."Languages
AI / ML
Backend & Databases
Cloud & DevOps
Frontend
Tools & Testing
| 🏆 Project | 🧠 What It Does | 🔧 Stack | 🏅 |
|---|---|---|---|
| 🏥 Medical DSS | 6-agent agentic pipeline for chest X-ray analysis — produces ranked ICD-10 differentials, PubMed-cited rationale, bounding box overlays, and PDF reports in ~10s | Gemini TorchXRayVision ChromaDB FastAPI React Docker |
🔴 Live |
| 🟢 FinRAG-Copilot | Fintech RAG assistant that answers only from trusted documents, refuses to hallucinate, and cites every source — with multi-model quota fallback | LangChain FAISS Gemini Streamlit HuggingFace |
⭐ |
| 🍽️ Nugget RAG Chatbot | Domain-specific restaurant guide chatbot — scrapes & embeds 10k+ menu chunks, serves sub-1s grounded answers with source-aware citations | FAISS Sentence Transformers Python Gradio |
|
| 🎓 AdaptIQ Learning | AI-powered adaptive quiz engine (Ed-Tech) — cut repeat mistakes by 42%, boosted quiz generation speed by 65%, hit 99.3% API uptime | Flask Gemini FAISS PostgreSQL SQLAlchemy Alembic |
💼 E-Learning |
| 🧘 CalmPulse | GenAI mental health app — Gemini-powered "Bestie" chatbot for empathetic support, real-time stress/sleep/heart monitoring with emergency auto-alerts at 70%+ stress | Flutter Gemini Dart Google APIs |
📱 Mobile |
| 🏆 Project | 🧠 What It Does | 🔧 Stack | 🏅 |
|---|---|---|---|
| 🗳️ E-VoteChain | Biometric blockchain e-voting — dual-stage face matching with liveness detection + Gemini OCR on Indian ID documents to eliminate spoofing | DeepFace Gemini Flask PostgreSQL MetaMask |
|
| 👁️ Guardian Vision | Real-time violence & anomaly detection at 94.8% mAP@50 and 30 FPS — custom YOLOv8 model with Roboflow-curated dataset and alert dashboard | YOLOv8 OpenCV Python NodeJS |
🏆 Hackathon Runner-Up |
| 🏆 Project | 🧠 What It Does | 🔧 Stack | 🏅 |
|---|---|---|---|
| 🤖 Wall Robot Planner | Autonomous path planning system for wall-following robot navigation — implements motion planning algorithms for real-time obstacle-aware routing | Python Robotics Path Planning |
"An AI that knows when to say 'I don't know' is more valuable than one that always sounds confident."
- 🔬 Making LLMs production-safe — grounded retrieval, quota-aware fallbacks, hallucination detection
- ⚙️ Clean system architecture — modular, testable, reason-able
- 🌐 Fintech + AI intersection — where data integrity is non-negotiable
- 📖 Research in intelligent systems @ IIIT Lucknow
If you're working on something at the intersection of AI, backend systems, or fintech — I'm interested.
