Mohankumar Balasubramaniyam

About Mohankumar Balasubramaniyam

Lead Data Scientist with 10+ years of experience building and scaling ML, MLOps, and Generative AI solutions across AgTech, Retail, Healthcare, and BFSI.Experienced in production-grade forecasting, recommendation systems, semantic search, LLM reasoning, and drift detection platforms.Hands-on with Azure, GCP, AWS, Databricks, and modern MLOps practices to take ideas from POC to enterprise scale.Passionate about solving real-world problems and building reliable, explainable AI systems.

Experience

1. Lead Data Scientist - Global Qsr Leader

   Wavicle Data Solutions

   Jul 2025 — Present · Coimbatore, IN

   Designed and implemented a Python MLOps library (drift_detector) for automated detection and monitoring of data, label, and concept/model drift using statistical and online methods, project-level run tracking, and interactive Plotly reports.• Built integrated alerting (SMTP email and Microsoft Teams), multi-project configuration, exportable results (CSV/JSON/HTML), and an extensive pytest suite for reliable CI validation.• Developed the EZResolvAI semantic search system by creating ingestion and embedding pipelines using S3, SageMaker, Bedrock Titan, OpenSearch, and Lambda to index and retrieve similar Incident and Jira records.• Built the LLM reasoning and API workflow using API Gateway, Lambda, OpenSearch, and Bedrock/OpenAI models to generate resolution recommendations and support future integration with ServiceNow.

Education

• Coimbatore institute of technology

  Bachelor's degree, Mechanical Engineering

  2011 — 2015