I build AI systems around model adaptation, evaluation, agentic workflows, and production deployment.
- Model adaptation — LoRA/PEFT, TRL, quantization, data preparation, and evaluation.
- Agentic systems — retrieval, memory, self-correction, and tool-driven workflows.
- Production AI products — APIs, databases, Docker, AWS, automated tests, and CI/CD.
- Applied ML — classification, anomaly detection, forecasting, and data products.
- Hearth — an AI companion with response evaluation, model adaptation, and layered system controls.
- WatchTower — passive supervision for AI coding workflows built around a deterministic code relationship map.
- GiSTo — a full-stack GST ITC intelligence platform with a backend API, database, dashboard, and containerized deployment.
- Niche Inbox — a scheduled content summarization and delivery pipeline deployed in the cloud.
- MNEME — frontend, compliance UI, GDPR flows, Memory Market, and protocol/infrastructure work.
- fumii — AI/LLM integration, prompt engineering, personality/emotion behavior, and desktop logic.
- Lumi — voice and inference work including ASR/TTS, language detection, and interaction flow.
- Fraud & Anomaly Detection — rule-based detection, Isolation Forest, XGBoost, SHAP, and dashboards.
- Customer Churn Analysis — R-based churn modeling and interpretation.
- Marketing Funnel & A/B Testing — funnel analysis, SQL, statistical testing, and Power BI.
- Agentic Study Planner — memory-driven planning and adaptive replanning.
LoRA / PEFT · TRL · DistilBERT · Hugging Face · RAG · Mistral · scikit-learn · SHAP · CI/CD
| Bluestock Fintech SDE Intern · Feb 2026 – Apr 2026 · Remote |
B.E. Artificial Intelligence Zeal College of Engineering & Research · SPPU · CGPA 9.71 / 10 |