Avishek Roy
@avishekroy
AI Engineer at ValueMomentum who cut manual pipeline interventions by 40% and delivered six production computer-vision models.
United KingdomWhat I'm looking for
At ValueMomentum, I improved the Aerial Imagery Risk Platform’s data pipeline, cutting runs that needed manual intervention by 40%. I integrated the MLOps lifecycle for six production PyTorch computer-vision models and fine-tuned two for tarp detection and placement.
At ValueMomentum, I also built ClauseWise, which answers insurance questions with supporting policy clauses. I combined hybrid search with permission filters, validated citations, and set up scheduled evaluations against human-labelled answers.
Experience
Work history, roles, and key accomplishments
Software Engineer (MLOps)
ValueMomentum
Aug 2024 - Aug 2025 (1 year)
Deployed six vision models on client and development clouds, improving data pipeline reliability and cutting manual intervention by 40%. Owned MLOps lifecycle integration for production PyTorch models on AWS, including evaluation, tracking, and deployment.
Software Engineer Trainee (AI Engineering)
ValueMomentum
Oct 2023 - Aug 2024 (10 months)
Built three internal insurance products in parallel, including ClauseWise, a policy and claims question-answering system with hybrid search and span-level citations. Fine-tuned a MiniLM cross-encoder for relevance ranking and ran scheduled evaluations with a GPT-4 judge.
Data Science Intern
Genpact
Jan 2023 - Jun 2023 (5 months)
Built a water-quality classifier with over 90% accuracy and created Tableau dashboards for stakeholders.
Education
Degrees, certifications, and relevant coursework
University of Bristol
Master of Science, Data Science
2025 -
Pursuing an MSc in Data Science, with relevant modules including Introduction to AI and Text Analytics, and Data Science Methods and Practice.
NIIT University
Bachelor of Technology, Computer Science and Engineering (AI)
2019 - 2023
Earned a Bachelor of Technology in Computer Science and Engineering with a focus on Artificial Intelligence.
DeepLearning.AI
Generative AI with Large Language Models, Artificial Intelligence
Completed the Generative AI with Large Language Models certification.
Imperial College London
Mathematics for Machine Learning, Mathematics
Completed the Mathematics for Machine Learning certification.
Availability
Location
United KingdomAuthorized to work in
Salary expectations
Social media
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