Sachin V.

WORK HISTORY

EDUCATION

ABOUT SACHIN V.

I build machine learning systems that ship to production and drive business results. Over 5 years at Firstsource, I designed and deployed ML solutions across healthcare resource allocation, workforce demand forecasting, and financial document processing. My work has directly secured a $1M enterprise contract, reduced operational costs by 24%, and cut client overtime expenses by 17%. What I bring to the table: • End-to-end ML: ETL pipelines → model training → scalable REST API deployment on GCP/AWS • NLP & Document AI: spaCy, NLTK, OCR classification, resume screening automation • Time Series Forecasting: 97% accuracy workforce demand models using XGBoost and statsmodels • MLOps: Docker, CI/CD, MLflow, automated drift detection, PyTest validation • GenAI & LLMs: Multi-provider integration (OpenAI, Claude, Gemini) for production applications Currently pursuing my MS in Computer Science at Arizona State University, where I serve as Technical Officer for the Software Developers Association. If you\'re building ML-powered products or hiring for applied ML/data science roles, I\'d love to connect.