I build systems that operate under uncertainty across finance, healthcare, security, and physical simulation. My work combines machine learning, backend engineering, and physics-based modeling to create systems that are measurable, explainable, and grounded in real-world constraints.
AI · Backend Engineering · Aerospace Simulation · Security · Quantitative Finance
📍 Bangalore, India | 📧 siddarthb078@gmail.com
| Project | Description | Stack |
|---|---|---|
| 🧠 Anima | Dimensional LLM readouts — research tooling for valence / arousal / uncertainty probes via FastAPI. | FastAPI · Python · PyTorch |
| 🛰 Corvex | Multi-host campaign correlator — stitches weak signals across machines into one attack timeline. Sealed held-out eval; live containment gated behind a safety checklist and dry-run only. | Python · Docker |
| 🫀 Drift | 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 |
Self-driven CFD / simulation work (and a short IISc summer internship on vortex rings):
- vortex-tracker — OpenCV measurement of vortex rings from high-speed sequences (built during 10-day IISc internship, May 2025)
- Propeller-simulator — BEMT propeller sweeps
- Drone-Vortex-Ring-Simulation — reduced-order vortex dynamics
- NeuralVortex — Fourier Neural Operator surrogate on own CFD data
Summer Intern — Indian Institute of Science (IISc), Bangalore May 2025 · 10 days
Vortex-ring internship. CFD / simulation repos above are self-driven personal work that predates and continues independently of IISc.
Engineering Intern — Vegam Solutions Q3 2025 · Q1 2026
Air-filtration engineering (Q3 2025); text-to-SQL RAG pipeline (Q1 2026, NDA). Public clean-room rebuild: text2sql-rag.
Founder — Athera Ongoing
AI automation and workflows for small businesses — athera.digital.
Co-founder — ORQIS AI Ongoing
AI agent monitoring and auto-remediation — catches silent agent failures (e.g. tool-call loops) and fixes them with human approval.
- 🚁 Built and tuned quadcopter and hexacopter systems — flight control, propeller optimization, telemetry
- 🏠 Raspberry Pi NAS, DNS ad blocker, distributed computing experiments — homelab-rpi
- ⚽ Competitive skating, football, badminton, swimming · Model UN · 50+ hrs community service