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AI Engineer with 1+ years in LLM Evaluation & Data Engineering
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Assessing your cultural and operational fit
I am an early-career AI/ML and Data Engineering professional with hands-on experience in LLM evaluation, synthetic data pipelines, large-scale data processing, and foundation model development. I contributed to BharatGen at IIT Bombay, supporting large-scale AI initiatives involving 11.7M+ PDFs, 50TB+ curated fine-tuning datasets, evaluation of 30+ LLMs, and development of a 20K+ cybersecurity benchmark. I have a strong interest in building reliable data and AI systems at the intersection of data engineering, machine learning, and Generative AI, with a focus on learning quickly, solving practical problems, and contributing within high-performing technical teams.
University of Mumbai, A. P. Shah Institute of Technology
Bachelor of Engineering · Information Technology
N/A – May 1, 2025
BharatGen, IIT Bombay
AI/ML Engineer
January 1, 2026 – May 1, 2026
Maharashtra, India
PV Doctor Pte Ltd
Data Engineer
October 1, 2025 – December 1, 2025
Singapore, Central Singapore Community Development Council, Singapore
Independent AI Research & Project Development
LLM Fine-Tuning & Data Deduplication Pipeline
April 1, 2025 – September 1, 2025
India
AWS
Cloud Data Engineer
July 1, 2022 – November 1, 2022
Mumbai, Maharashtra, India
Project CourseCrafterAI
July 1, 2024 – January 1, 2025
Developed a multi-tool Generative AI application using GPT-4, prompt engineering, Python, APIs, structured output generation, and tool/function calling to support six agentic workflows for curriculum ideation and automated instructional content generation.
Certificate Performance Analytics Platform
December 1, 2023 – May 1, 2024
Developed a scalable certificate performance analytics platform using MySQL, ETL pipelines, real-time data processing, and analytics dashboards to automate certificate ingestion, leaderboard updates, and role-based performance reporting.
Cultural Fit Analysis
The candidate's project diversity, including academic and freelance work alongside industry experience, suggests adaptability and a broad interest in AI/ML and data engineering. The roles at BharatGen and PV Doctor Pte Ltd, combined with independent research, show a proactive approach to skill development and a strong alignment with the target role of an AI Engineer. The listed interests also indicate a well-rounded individual.
Soft Skills & Operational Fit
The candidate's resume indicates a focus on solving practical problems and contributing within high-performing technical teams, suggesting a good operational fit. The experience in independent research and project development also points to self-motivation and initiative. However, without specific psychometric or English test results, a comprehensive assessment of soft skills like logical reasoning, work attitude, stress handling, and team collaboration is not possible.