Sreenidhi Iyengar Munimadugu
Machine Learning Engineer @ nSpire AI | Healthcare AI & LLMs, Data Science and Computer Vision Specialist | Building AI Systems at Scale | Ex- USC ISI, Tens Social, TCS.
- Role
- Machine Learning Engineer at Nspire Ai
- Location
- Mountain View, CA, US
- LinkedIn followers
- 500 followers
About Sreenidhi Iyengar Munimadugu
Machine Learning Engineer and Researcher specializing in healthcare AI, currently driving…
Experience
Machine Learning Engineer
Feb 2024 — Present · San Francisco, CA, US
Feature Lead for AI Live Interview: Developed a comprehensive feature allowing talent users to practice real-time multimodal interviews, which are conducted by AI to provide feedback for interview preparation. Led competitor analysis of 20+ companies, created Product Requirement Documents (PRD), performed requirement analysis, database design, API and system design, prompting, ML LLM fine-tuning, and deployment. Currently launching to serve over users. Improved OCR extraction accuracy by integrating Google Document AI into our pipeline. Developed Deep Match, an LLM-based evaluator for resume analysis contextualized by job descriptions, with score explainability. Built Light Match algorithm to recommend users on a scale using RAG and explainability techniques. Created an attribute extraction process to save candidate and job description information for compute-heavy operations at scale. Implemented Candidate Like This feature using RAG to find the most similar candidates to a given seed candidate. Developed Smart Search feature to locate candidates based on specified criteria using RAG techniques and LLM.
Education
University of Southern California
Master of Science - MS, Computer Science
Sri Indu College of Engineering and Technology
BTech - Bachelor of Technology, Computer Science
2016 — 2020
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