Open to opportunities

Ishan Jadhav

@ishanjadhav

Message

Machine learning engineer specializing in NLP, forecasting, and production-ready ML systems.

India

Message

What I'm looking for

I seek roles building production ML/NLP systems with strong engineering practices, collaborative teams, and opportunities to drive measurable business impact.

I am a machine learning engineer with hands-on experience building scalable ML solutions, from sales-forecasting models to RAG-based retrieval services and speech-to-text pipelines. I design production workflows using PySpark on Databricks, implement CI/CD and Dockerized backends, and integrate AI models into full-stack applications.

My work emphasizes measurable business impact and robust engineering: improving forecasting accuracy, reducing material waste through optimization, and shipping an AI interviewer and a Text-to-SQL visualization app. I combine strong core CS foundations with competitive problem-solving achievements to deliver reliable, efficient systems.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Tredence Inc.

Sep 2024 - Present (1 year 5 months)

Built ML models for sales forecasting improving accuracy (evaluated with SMAPE, MAPE, R²), designed optimization models to reduce raw material waste, and implemented backend components and PySpark workflows on Databricks with CI pipelines for an AI interviewer application.