Shubhankar Agrawal
AIML Modeller at Barclays
Singapore
Summary
👤
Senior🎓
Top SchoolShubhankar Agrawal is an AIML Modeller with nine years of experience building production-grade AI and data systems across finance and cloud environments, currently based in Singapore. He has delivered measurable business impact—3x campaign uplifts, 30% higher customer satisfaction, and automation that saved hours of manual work—by architecting recommendation engines, RAG-powered LLM agents, and standardized ML frameworks. Comfortable from low-level engineering to orchestration, he has shipped pipelines and agentic tools on AWS, Kubernetes and Terraform, and deployed models with monitoring and A/B testing. An active open-source author, he published Smart Segment (Python) and Hypors (Rust), reflecting a cross-language curiosity that complements his academic training in Data Science and Computer Science from NUS and HKU. Outside work he blends analytical curiosity with creativity—quizzes, linguistics and fine arts—which surfaces in both pedagogy and product-minded experimentation.
10 years of coding experience
5 years of employment as a software developer
The University of Hong Kong (HKU)Certificate French Language and Literature, Certificate French Language and Literature at Université catholique de LyonHigh School Diploma Mathematics and Computer Science, High School Diploma Mathematics and Computer Science at A.M.M Matriculation Higher Secondary SchoolMaster's degree Data Science and Artificial Intelligence, Master's degree Data Science and Artificial Intelligence at National University of SingaporeTianjin Interflow Program Computer Engineering, Tianjin Interflow Program Computer Engineering at Tianjin UniversitySemester Exchange Computer Science, Semester Exchange Computer Science at Nanyang Technological University Singapore
English, Hindi, French, Tamil, Latin
Stackoverflow
303reputation
9kreached
8answers
20questions
Github Skills (61)
python10
data-science10
pandas10
data-structure10
data-structures10
data-analysis10
git9
github9
google-image-search9
kucoin8
kraken8
bitmex8
trading7
mysql7
coinbase7
Programming languages (11)
Github contributions (5)
astronights/A4-Trading
Apr 2022 - Jun 2025
Automated Multi Agent Bot for Crypto Paper Trading
Contributions:2 PRs, 10 pushes, 3 branches in 3 years 2 months
raypythonalgorithmic-tradingtrading-botagent
astronights/market_analysis_tool_evaluation
Sep 2021 - Jul 2026
TypeScript for Market Analysis Tool Server side
Contributions:2 PRs, 25 pushes, 5 branches in 4 years 10 months
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