Open to opportunities

Shruti Ipar

@shrutiipar

Message

I build end-to-end machine learning systems for fraud detection, recommendations, and secure federated learning.

India

Message

What I'm looking for

I'm seeking an AI, GenAI, automation, or data analytics role where I can build high-impact, business-facing solutions from raw data, contribute to decision-support tools, and translate business requirements into actionable AI systems.

I've built end-to-end machine learning systems for financial fraud detection, Netflix-style recommendations, and federated intrusion detection using Python.

My UPI Fraud Detection System processes raw transaction logs through cleaning, normalization, feature engineering, and a tuned XGBoost and Random Forest ensemble to flag high-risk transaction clusters. I also built recommendation models using collaborative filtering, content-based filtering, matrix factorization, and cosine similarity, evaluating quality with RMSE and precision metrics.

Alongside my Computer Science & Technology degree and Minor Degree in Generative AI from IIT Patna, I've gained business-facing experience at TecSight through B2B outreach, client communication, and requirements discussions. I'm focused on applying AI, GenAI, automation, and analytics to deliver practical decision-support solutions.

Experience

Work history, roles, and key accomplishments

Business Development Intern

TecSight

Executed targeted B2B outreach to senior IT and procurement decision-makers, mapping client needs to technology solutions. Managed end-to-end client communication workflows and collaborated cross-functionally in requirements-gathering discussions.

B2B Outreach Client Communication Requirements Gathering Stakeholder Communication Problem Solving