Seva Mahapatra
@sevamahapatra
AI/ML Engineer specializing in Generative AI and MLOps.
United StatesWhat I'm looking for
I am an AI/ML Engineer with a strong focus on Generative AI, MLOps, and Deep Learning. My expertise lies in optimizing large language model (LLM) performance, implementing retrieval-augmented generation (RAG), and mastering prompt engineering. I am passionate about creating scalable AI solutions that drive automation and efficiency in various applications.
Currently, I work at OutlierAI, where I have successfully optimized LLM retrieval pipelines, significantly reducing hallucinations and enhancing response accuracy. My previous experiences include developing AI-driven algorithms at Confirmed LLC and building an AI-powered code review system during my time as a Graduate Research Assistant. I have also contributed to impactful projects like a medical Q&A system and automated text extraction pipelines, showcasing my ability to leverage cutting-edge technologies for real-world applications.
Experience
Work history, roles, and key accomplishments
Software Engineer
Confirmed LLC
Oct 2024 - Present (7 months)
Developed AI-driven travel optimization algorithms using graph theory and ML. Enhanced UI/UX for AI-powered features using React, Next.js, and Tailwind for seamless integration.
AI/ML Engineer
OutlierAI
Nov 2024 - Present (6 months)
Optimized LLM retrieval pipelines, reducing hallucinations by 40% and improving response accuracy. Developed prompt engineering strategies to enhance LLM robustness, factual consistency, and efficiency.
Graduate Research Assistant
TEEL Lab
Jan 2024 - Apr 2024 (3 months)
Built an AI-powered code review system using GPT-4, leveraging prompt engineering and rubric-based evaluation. Optimized LLM inference efficiency for automated grading and feedback generation.
Software Engineer
Dell Technologies
Jul 2020 - Jul 2022 (1 year 11 months)
Developed Flask-based APIs for error prediction in business transactions using time-series forecasting. Automated textbook-to-Braille conversion for visually impaired students, achieving 90% automation.
Data Science Intern
Shoptaki Inc.
Jun 2023 - Sep 2023 (3 months)
Developed a medical Q&A system using GPT-4, RAG, LangChain, and ChromaDB for accurate information retrieval. Designed an OCR pipeline with YOLO for automated text extraction from identity documents.
Education
Degrees, certifications, and relevant coursework
CUCarnegie Mellon University
Master of Science, Information Systems Management
2022 - 2024
Pursued a Masters of Science in Information Systems Management, focusing on advanced topics such as Deep Learning, ML in Production, Distributed Systems, and Cloud Computing.
ITInternational Institute of Information Technology
Bachelor of Technology, Information Technology
2016 - 2020
Completed a Bachelor of Technology in Information Technology, gaining foundational knowledge in software development, data structures, and algorithms.
Tech stack
Software and tools used professionally
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