Ashish Dhiman
Senior Data Scientist
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolAshish Dhiman is a Senior Data Scientist with nine years of experience applying machine learning and optimization to financial services, currently building systematic FX strategies at The Voleon Group. He blends strong engineering skills in Python, PySpark, Hive and AWS EMR with practical model deployment experience—aligning backtests to production and running performance deep-dives. A Georgia Tech MS candidate and former American Express data scientist, he has driven measurable impact including $2.5M annual credit-default savings via graph analytics and production ML pipelines that streamlined risk workflows. His background from IIT Kharagpur in aerospace engineering with a micro-specialization in optimization gives him a quantitative edge, and he pairs that with recent NLP work fine-tuning BERT/T5 for e-trading risk at Citi. Known for turning messy, high-volume data into actionable decisions, he also has a track record of teaching and publishing, including an IJCAI paper on probabilistic grammar extensions.
9 years of coding experience
5 years of employment as a software developer
High School, High School at Carmel Convent School NahanMaster's degree, Analytics and Data Science, Master's degree, Analytics and Data Science at Georgia Institute of TechnologyBachelor’s Degree, Aerospace Engineering with Micro Specialisation in Optimisation, Bachelor’s Degree, Aerospace Engineering with Micro Specialisation in Optimisation at Indian Institute of Technology, Kharagpur
English, Hindi
Stackoverflow
1reputation
303reached
0answers
1question
Github Skills (36)
prediction8
thunderbird-extension8
google-chrome8
statistics7
e-mail7
physics-informed-neural-networks6
firefox6
anaconda6
regression-models6
ide6
pyspark6
python6
debugging6
markdown6
week-number6
Programming languages (3)
Github contributions (5)
ashish1610dhiman/Cricket_Stats
Apr 2018 - Dec 2023
Contributions:3 pushes, 1 branch in 5 years 9 months
ashish1610dhiman/ad_cv
Nov 2021 - Nov 2022
Contributions:46 pushes, 1 branch in 11 months
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