- Biomedical Engineer and Machine Learning Engineer at SRM University, Chennai.
- Agentic AI Engineer — tool-augmented agents, multi-agent orchestration, and production-minded LLM systems.
- Quantum AI Enthusiast — hybrid quantum-classical models and near-term algorithms for science and health signals.
- Joint Secretary, Bioinnovation Club.
- 5x National Hackathon Winner · 20+ Symposium Winner · 5+ Workshops in AI, innovation, and engineering.
- Marvel mindset: ship like Tony Stark, lead like Steve Rogers — healthcare AI and deep-tech with real-world impact.
| Category | Count | Highlight | Marvel parallel |
|---|---|---|---|
| National Hackathons | 5x | Cross-domain builds under pressure; rapid prototyping to demo | Tony Stark in the workshop |
| Symposium wins | 20+ | Research pitches, technical depth, presentation excellence | Captain America rallying the team |
| Workshops attended | 5+ | Hands-on upskilling in AI, biomedical tech, and systems | With great power comes great responsibility |
| Leadership roles | 1 | Joint Secretary — Bioinnovation Club | Nick Fury assembling the squad |
| Core domains | 3 | Biomedical engineering · Agentic AI · Quantum AI | Multiverse-scale curiosity |
| High-performing pattern (from top animated profiles) | Why it converts better than random GIF spam |
|---|---|
| Hero typing + clear value proposition | Identity and credibility in the first screen |
| Structured badges + social proof | Fast trust for recruiters and collaborators |
| Curated GIFs (purposeful, not noisy) | Personality without killing readability |
| Project cards + deep tables | Profile views become repo clicks |
| Data-backed stats and journey | Professional proof, not decoration only |
| Layer | What I use | Why it matters |
|---|---|---|
| Orchestration | LangChain / LangGraph, multi-agent patterns | Reliable tool use and stateful workflows |
| Memory | Short-term buffers + long-term retrieval (RAG) | Agents that remember context safely |
| Stores | pgvector, FAISS, Chroma-style patterns | Fast semantic search over your own data |
| Shipping | APIs, eval hooks, logging | Agentic systems that survive past the demo |
| Focus | Tools / ideas | Direction |
|---|---|---|
| Frameworks | Qiskit, PennyLane, Cirq | Reproducible circuits and experiments |
| Algorithms | VQE / QAOA-style variational workflows | Hybrid quantum-classical pipelines |
| Bio × quantum | Quantum kernels for signal / classification exploration | Research-grade curiosity with medical relevance |
| Project | Domain | Problem solved | Tech | Status |
|---|---|---|---|---|
| BEV 2D Occupancy | Perception / CV | Multi-camera scene understanding → BEV occupancy | Python, CV/AI | Open repo |
| AegisAI | Clinical AI | Multimodal triage support for hospital workflows | TypeScript, AI stack | Open repo |
| Sentinel-Mesh | Edge / comms | Resilient mesh when infrastructure fails | C++, edge intelligence | Open repo |
| LLM_EEC | EdTech / LLM | Guided education assistant + deployable UI | Python, Vercel | Open repo |
| Quantum-Bio-Lab | Quantum × biomedical | Hybrid models + biomedical signal experiments | Qiskit / PennyLane, Python | Planned |
| Timeline | Focus | Outcome |
|---|---|---|
| Now | Healthcare AI + agentic workflows with eval and logging | Demo → dependable product |
| Next | Benchmarks + experiment tracking for model-centric repos | Measurable quality |
| Next | Flagship end-to-end AI build (agents + UI + deploy) | One “wow” reference project |
| Ongoing | Bioinnovation Club leadership | Community-driven innovation at SRM |
| Platform | Link |
|---|---|
| GitHub | @bmeabhishek-bit |
| Portfolio | portfolio_abhi |
your-email@example.com |
Whatever it takes. Building AI that protects and elevates lives — the Avengers way.
If you are building ambitious agentic, quantum, or healthcare AI systems, let's collaborate.