Mrunmayee Daware Mrun25

I build AI systems around model adaptation, evaluation, agentic workflows, and production deployment.

What I build

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.
TheBate — a live AI debate platform with a 9-provider LLM fallback chain, output validation, grounded citations, and a 20-motion evaluation (live demo).

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}