Ansh User

I've built AI and NLP features for Gumlabs' Twik AI Voice Keyboard, contributing to production pipelines for a consumer app used by 400K+ users.

At IBM CSR Skillsbuild, I automated Python and SQL data-cleaning and exploratory-analysis pipelines across three business datasets, reducing inconsistencies by 30%. I also built stakeholder dashboards that cut manual reporting time by 40%.

My projects span real-time ECG anomaly detection, LLM pipeline cost tracking, agentic company research, and production model monitoring. I work with Python, PyTorch, FastAPI, Docker, CI/CD, RAG, and vector databases to take systems from model development through deployment.

I've also authored an IEEE conference paper accepted at ICIC3S-2026 on physics-informed federated learning for microgrid management, delivering a 10x inference speedup while preserving data privacy.