Building systems that operate under uncertainty.
AI · Backend Engineering · Aerospace Simulation · Legal Tech · Quantitative Finance
📍 Bangalore, India | 📧 siddarthb078@gmail.com
| Project | Description | Stack |
|---|---|---|
| 🏛️ Lexprobe | Indian legal AI — RAG with citation audit and hallucination filtering. Public architecture docs; application is closed source, closed beta. | Next.js 14 · FastAPI · Qdrant · PostgreSQL |
| 🧠 Anima | Dimensional LLM readouts — research tooling for valence / arousal / uncertainty probes via FastAPI. | FastAPI · Python · PyTorch |
| 🎙️ AI-BRAIN | Voice-first daily OS — Whisper STT, local LLM + Groq fallback, Qdrant RAG, Calendar OAuth. | FastAPI · Next.js · Ollama |
| 🫀 Health-AI | Explainable health risk platform with clinically validated scoring (ACC/AHA, FINDRISC), 17-biomarker lab tracking, OAuth smartwatch sync. | Flask · Python · SQLite |
| 📈 GeoQuant | Systematic trading pipeline — ML signals, news sentiment, Alpaca paper routing, self-learning retrain loop. | FastAPI · PyTorch · Alpaca API |
| 🌀 Drone Vortex Ring Simulation | Interactive vortex-ring physics under drone thrust profiles. Feeds the NeuralVortex ML surrogate. | Python · NumPy · Matplotlib |
Physics simulators and ML surrogate work from IISc research:
- vortex-tracker — OpenCV measurement of vortex rings from high-speed sequences (IISc internship)
- Propeller-simulator — BEMT propeller sweeps
- Drone-Vortex-Ring-Simulation — reduced-order vortex dynamics
- NeuralVortex — Fourier Neural Operator surrogate (100× target speedup)
Research Intern — Indian Institute of Science (IISc), Bangalore 2024
Studied vortex ring formation and VRS instability in rotorcraft systems.
Engineering Intern — Vegam Co 2025–2026
Built a RAG-based NL-to-SQL pipeline — see text2sql-rag.
Senior Backend Developer — Elevyx Ongoing
Backend architecture at elevyx.in.
Founder — Athera Ongoing
Workflow automation for small businesses — athera.digital.
- 🚁 Built and tuned quadcopter and hexacopter systems — flight control, propeller optimization, telemetry
- 🏠 Raspberry Pi NAS, DNS ad blocker, distributed computing experiments
- 👁️ Gesture-based CV systems — sign-language-cv scaffold
- ⚽ National-level competitive footballer