Proyag Pal

Senior AI Engineer at Aveni

City of Edinburgh, Scotland, United Kingdom
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Summary

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Senior
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Top School
Proyag Pal is a Senior AI Engineer based in Edinburgh with 11 years of experience focused on NLP, machine translation, and deploying LLMs for finance. Currently at Aveni he leads end-to-end development of FinLLM—covering data filtering, pre-training, fine-tuning, pruning, distillation, domain adaptation, evaluation, and RAG—to productionize models for financial services. His PhD from the University of Edinburgh and research roles (including visits to Zurich and AWS) underpin deep expertise in low-resource and document-level MT, corpus extraction, and scalable pipeline engineering. He has a strong track record building efficient MT systems and web-scale parallel corpus pipelines, plus applied work in automatic dubbing and patent-domain translation systems. Colleagues describe him as a researcher-engineer who moves models from academic rigor into robust, production-ready tooling.
code11 years of coding experience
job5 years of employment as a software developer
bookDoctor of Philosophy - PhD, Informatics, Doctor of Philosophy - PhD, Informatics at The University of Edinburgh
bookMaster’s Degree, Computer Science, 82%, Master’s Degree, Computer Science, 82% at St. Xavier's College (Autonomous), Kolkata
bookHigh School, Science, High School, Science at Bharatiya Vidya Bhavan
languagesEnglish, Bengali, Hindi, French, Chinese
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Stackoverflow

Stats
2,212reputation
162kreached
27answers
2questions
Badges
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top-1%
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Github Skills (63)

transformer-architecture10
pytorch10
machine-translation10
language-model10
neural-machine-translation10
nmt10
encoder-decoder10
seq2seq10
attention-model10
segmentation10
natural-language-processing10
nlp10
mt9
translation9
text-generation9

Programming languages (7)

JuliaJavaShellC++TeXJupyter NotebookPython

Github contributions (5)

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Proyag/FlowShopProject

Nov 2016 - Feb 2019

Contributions:39 commits, 18 pushes, 1 branch in 2 years 3 months
Proyag/Proyag.github.io

Nov 2020 - Feb 2026

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:77 pushes in 5 years 3 months
templategithub-pages-templatemmistakesmistakesjekyll
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