Ankita Guha
Data Architect
Detroit Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolAnkita Guha is a Data Architect with 8 years of experience designing and automating ETL/ELT pipelines across Azure and on-prem databases, and deploying machine learning and deep learning models for telemetry and battery systems. She blends statistical data modeling, predictive and prescriptive analytics, and practical data engineering—proficient in Python, R, SQL, Power BI, and cloud-native workflows—to turn messy telemetry and semi-structured data into operational dashboards and diagnostic tools. Her recent work includes migrating battery telemetry architectures to Azure, building DTC classification models, and applying survival analysis with PyTorch to cell reliability. Skilled at mentoring interns and liaising across functions, she pairs hands-on scripting (file conversion, blob processing, web-parsing) with strategic data modeling for decision support. A background spanning IP analysis to biomedical engineering informs her methodical approach to pattern recognition and reproducible analytics.
8 years of coding experience
7 years of employment as a software developer
Bachelors of Technology Biomedical/Medical Engineering, Bachelors of Technology Biomedical/Medical Engineering at West Bengal University of Technology, KolkataMaster's of Science Business Analytics, Master's of Science Business Analytics at Oakland UniversityBachelors Intellectual Property Law, Bachelors Intellectual Property Law at Indian Institute of Technology, Kharagpur
English, Hindi, Bengali
Stackoverflow
91reputation
119kreached
5answers
1question
Github Skills (11)
pip6
sql-server6
false-positive6
outlook6
machine-learning6
executable6
python6
pyodbc6
imblearn6
networking6
data-science1
Programming languages (2)
Github contributions (5)
ankitaguhaoakland/ANZSC2021
Jun 2021 - Jul 2021
Contributions:32 commits, 31 pushes, 1 branch in 1 month
ankitaguhaoakland/TensorFlowGoogle
Nov 2019 - May 2024
Contributions:1 push, 1 branch in 4 years 6 months
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