Parinita Jain

Machine Learning and Applied AI trainer with experience in designing and deploying RAG systems, semantic search pipelines, FastAPI-based inference services, MLflow workflows, and explainable AI solutions. Skilled in integrating LLMs, vector databases, APIs, and deployment architectures to deliver production-ready AI applications.

LEAD AI/ML INSTRUCTOR & APPLIED AI DEVELOPER - I.T.Vedant Education Pvt. Ltd. - Mumbai

(2022-07)

• Architected and engineered RAG pipelines, XAI workflows (SHAP), and automated experiment tracking using MLflow.
• Designed and deployed REST APIs using FastAPI and Pydantic schemas, improving inference reliability through structured request validation and modular prediction services.
• Led a team of technical mentors and managed IM/PEM delivery operations, ensuring strict software engineering standards, code reviews, and timely execution for 500+ technical learners.
• Developed and optimized predictive modeling pipelines (Churn, Forecasting) utilizing advanced feature engineering and ensemble methods.

CAREER BREAK (FAMILY RESPONSIBILITIES) - Career Break

(2015-11 - 2022-06)

• Took a planned career break to focus on family responsibilities.
• Maintained engagement with technology through continuous self-learning and certifications in Python, data analytics, machine learning, and emerging AI technologies.

ASSISTANT PROFESSOR (COMPUTER SCIENCE) - Jamia Hamdard University - New Delhi

(2014-01 - 2015-10)

• Delivered advanced undergraduate and postgraduate instruction in core Machine Learning mathematical theories, relational databases (SQL), and algorithmic design.

M.Tech - Computer Applications - IIT (ISM) Dhanbad (2013)