I'm a 6th-semester AI/ML Engineering student at RV College of Engineering, Bengaluru, simultaneously interning on the Strategy Team at IIFL Samasta Finance Ltd., where I've solo-built multiple production systems from scratch.
I gravitate toward problems that sit at the intersection of ML, systems design, and real-world constraints where the gap between prototype and production actually matters.
- 🏭 In Production: KYC fraud detection · meeting intelligence pipeline · lifestyle index scoring
- 🔬 Research: Aspect-based sentiment analysis (Mamba2 vs. BERT/RoBERTa) · pathfinding algorithm benchmarking
- 📜 IP: 1 published patent (V.E.C.T.O.R) · 3 filed in 2025 (O.R.I.O.N, G.E.N.E.S.I.S, PresntAI)
- 🤖 Personal: Building Jarvis a self-evolving knowledge system (RAG + knowledge graphs + LoRA)
| System | Stack | What it does |
|---|---|---|
| VerifAI | UMAP · HDBSCAN · XGBoost · Isolation Forest · Redis Streams | Real-time KYC document tamper detection |
| MeetingsAI | FastAPI · Whisper · Speaker Diarization · cosine similarity | On-premise meeting transcription, speaker recognition, PDF reports |
| Lifestyle Index | FastAPI · SQLite · Gemini AI · Zoho SMTP | Automated scoring platform with daily email digest |
Languages
ML / Data
Backend / Infra
Frontend / Tools
- 📄 V.E.C.T.O.R Published patent on real-time fraud detection using unsupervised clustering + streaming architecture
- 📝 O.R.I.O.N Filed 2025
- 📝 G.E.N.E.S.I.S Filed 2025
- 📝 PresntAI Filed 2025
- 🧪 NLP Research Comparing SSM (Mamba2) vs. transformer architectures (BERT, RoBERTa) for aspect-based sentiment analysis on SemEval 2014 benchmarks + novel RVCE student feedback dataset (targeting journal submission)
- 📊 Pathfinding Benchmark Comprehensive simulation of 35 algorithms across 6 map types; publication-quality paper produced from results
Building systems that hold up under scrutiny in production, in research, and on paper.