AI Engineer with 10+ years in Generative AI & Data Science
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Versatile data professional with 10 years spanning data engineering, data science, and Generative AI across Insurance, E-commerce, Retail, and Media. Delivered production-grade LLM pipelines, RAG systems, agentic AI applications, and time-series forecasting at scale. Experienced in end-to-end ownership: from requirement gathering and system design through deployment and monitoring. Proven track record of quantifiable cost savings, STP improvement, and cross-functional team leadership.
ISB Hyderabad
Advanced Management Programme · Business Analytics
August 1, 2019 – June 30, 2021
Punjab Engineering College
B.E. · Electronics & Communication
August 1, 2011 – June 30, 2015
Edgeverve
Computer Scientist – AI
October 1, 2024 – Present
Bengaluru, Karnataka, India
R Systems
Senior Data Scientist
June 1, 2024 – September 1, 2024
India
Genpact
Lead Consultant - Data Science
February 1, 2022 – May 1, 2024
India
Bold Tech
Senior Software Engineer - Data Science
October 1, 2019 – January 1, 2022
India
Sagacito Technologies
Member of Technology Team
November 1, 2018 – October 1, 2019
India
Accenture
ETL Developer
October 1, 2015 – April 1, 2018
India
10-K Report Analyzer
June 8, 2026 – Present
Extracted filing segments via regex from publicly traded companies' annual reports, summarised with FinBERT and LexRank, and served via a Dash application to equity research teams.
Vehicle Damage Identification
June 8, 2026 – Present
Automated damage detection pipeline using SAM v3 for image segmentation and RF-DETR for real-time object detection — applicable to insurance claims processing.
Financial Document RAG
June 8, 2026 – Present
End-to-end RAG solution using Docling for parsing, a fine-tuned embedding model, and vector database for accurate retrieval from dense financial documents.
Speech Emotion Recognition
June 8, 2026 – Present
Supervised ML model on the RAVDESS dataset (24 speakers) classifying human emotions from audio using acoustic features extracted via librosa.
AI Learning Bot - Technology Onboarding
June 8, 2026 – Present
Agentic RAG-powered conversational bot covering common and in-house tech, built with LangGraph and FastAPI, with Gemini text-to-voice for natural spoken dialogue. Deployed as internal MVP.
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from financial document analysis to vehicle damage identification and AI learning bots, indicates a broad interest and adaptability, which is a strong cultural fit for dynamic environments. Their experience in leading teams and conducting knowledge transfer sessions suggests a collaborative and mentorship-oriented approach. The focus on delivering production-grade solutions and optimizing processes aligns with a culture that values impact and efficiency.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, cross-functional collaboration, and a proactive approach to problem-solving, as evidenced by leading EDA activities, knowledge transfer sessions, and end-to-end project ownership. Their experience in optimizing processes and delivering quantifiable results suggests a strong operational fit and a results-oriented mindset. The ability to work across diverse domains (Insurance, E-commerce, Retail, Media) indicates adaptability.