Prakhar Verma
Senior Machine Learning Engineer at Inven
Espoo, Finland
Summary
👤
Senior🎓
Top SchoolPrakhar Verma is a Senior Machine Learning Engineer and final-year PhD candidate at Aalto University with 11 years of experience building research-driven ML systems that move from probabilistic inference to production-grade LLM applications. Currently at Inven, he focuses on LLM-based methods to turn unstructured business data into structured, searchable insights for deal and market discovery, while previous internships at Microsoft and Adobe produced novel RAG planning and Bayesian causal discovery methods (one patent-pending). His background spans industry R&D (TomTom) and academic work in probabilistic ML and SDEs, including a NeurIPS publication and collaborations at Oxford, highlighting a rare blend of theoretical rigor and product impact. He brings practical expertise in uncertainty estimation, efficient inference, and reducing latency in multi-hop reasoning, and often couples global language-model knowledge with local observational data to mitigate dual biases. Based in Espoo, Finland, he pairs strong engineering chops with a track record of shipping research into real-world systems.
10 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Aalto University83.85%, 83.85% at St. Thomas' College, Dehradun86%, 86% at Central Board of Secondary EducationBachelor of Technology (B.Tech.), Information Technology, 79.03%, Bachelor of Technology (B.Tech.), Information Technology, 79.03% at Uttarakhand Technical University
Github Skills (69)
python10
deep-learning10
gpu10
machine-learning10
numpy9
acceleration9
neural-network9
tensor9
gpu-acceleration9
gaussian9
tensorflow9
autograd9
information-theory9
stochastic-processes8
cuda8
Programming languages (4)
Github contributions (5)
prakharverma/markovflow
Dec 2021 - Feb 2024
A Tensorflow based library for Time Series Modelling with Gaussian Processes
Contributions:2 PRs, 439 pushes, 29 branches in 2 years 2 months
machine-learninggaussiantensorflowtime-seriesgaussian-processes
prakharverma/prakharverma.github.io
Sep 2019 - Mar 2025
Contributions:49 pushes, 1 branch in 5 years 7 months
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