Principal AI Engineer – Xome (Mr. Cooper Group) | Sep 2024 – Present

Architected and productionized an end-to-end Auction Prediction System spanning foreclosure lifecycle stages across ~100K assets, improving auction planning and execution.

Designed VIP Buyer Profiling and Lookalike Models using advanced ML techniques to identify high-value customers and improve buyer engagement and conversion.

Architected CoreX AI Agent Platform, an agent-based AI automation framework integrating ML inference, decision logic, and LLM-powered reasoning to support scalable operational workflows.

Owned AI/ML system architecture and model lifecycle decisions, ensuring robust evaluation, deployment, and alignment with product objectives.

Co-Founder & Head of Data Science – 7Sages Pricing | Apr 2024 – Sep 2024

Led design and development of a pricing optimization platform, owning solution architecture from concept to production.

Built scalable pricing recommendation APIs to support client decision-making and revenue optimization.

Provided technical thought leadership in AI/ML-driven pricing, aligning analytical solutions with measurable business ROI.

Senior Data Scientist – Mr. Cooper Group (Xome) | Jul 2019 – Apr 2024

Built and scaled Automated Valuation Models (AVMs) for ~150M properties using ensemble ML, neural networks, and comparable-based learning, improving valuation accuracy by ~3%.

Developed auction outcome prediction models (logistic regression, tree-based classifiers) achieving F1 score of 0.84 and improving sale rates by ~30% per auction cycle.

Implemented NLP-based schema mapping systems using NER and LSTM models to map heterogeneous real-estate data to standard schemas with ~93% accuracy.

Built computer vision and 3D reconstruction pipelines using CNNs, ResNet, LiDAR, OpenGL, ICP, and RANSAC for property analysis and spatial alignment.

In later stages, contributed to early adoption of LLM-based QA automation, reducing bug resolution time by ~30% and improving engineering productivity.

Data Scientist – Applied Data Finance | Sep 2018 – Jul 2019

Designed customer scoring and loan targeting models using XGBoost, improving loan conversion by ~4%.

Reduced loan delinquency by ~6% through improved risk segmentation and feature engineering.

Analyzed large-scale financial datasets to support business-aligned credit decisioning.

Member of Technical Staff – Zoho Corporation | Jun 2018 – Sep 2018

Developed patch management features for Windows and Mac OS, including scheduling and policy-based deployments.

Improved reliability and efficiency of distributed patch deployment and reboot workflows.

• 2nd Place – IIM Ahmedabad IIMAvericks Challenge 2025, competing among 75+ teams (₹3L prize). 
• IEEE Research Publication (2018) – Vision-based Driver Assistance System (INDIACom).

• MBA (Blended PGP in Management), Indian Institute of Management Ahmedabad, 2024–2026 (Pursuing)
• Post Graduate (Online) in Data Science, Indian Institute of Technology Guwahati, 2020–2021
• B.Tech in Computer Science and Engineering, SASTRA University, 2014–2018

• The Google Cloud Advanced Solutions Lab for Machine Learning, 5-week  immersive ML training program along with Google experts, 2022
•  Course on “Network Science and Multi-Agent Systems” from Indian Institute of Technology, Indore with grade of ‘Ex’(10/10), 2016

• Was the flautist of college music team and won best band in FESTEMBER NIT-Trichy 
  Festival.