Headline

Analyst - Data Science @American Express | GSoC’24 Contributor @stdlib-js | IIT Jodhpur

About

Data Scientist specializing in production-grade Bayesian and probabilistic ML for marketing measurement. Expertise in Bayesian Marketing Mix Modeling (MMM), causal inference, incrementality, and budget optimization, with depth in high-performance numerical computing (BLAS in C/Fortran, WebAssembly) from open-source work.

Location

Bengaluru

AI stack

claude code

claude

github copilot

ChatGPT

Microsoft Copilot

Work experience

Analyst-Data Science at American Express, Feb 2025 - Present · 1 yr 8 mos, Bangalore Urban, Karnataka, India

Software Developer at stdlib, Aug 2024 - Feb 2025 · 7 mos, Remote, Working on implementing and adding support for BLAS routines.

Google Summer of Code'24 - Stdlib-js at Google Summer of Code, May 2024 - Aug 2024 · 4 mos, Worked on the project titled: Add BLAS Bindings and Implementations for Linear Algebra. Added BLAS (Basic Linear Algebra Subprograms) routines and their C / Fortran / Js implementation for linear algebra.

Undergraduate Researcher at Indian Institute of Technology, Patna, Jul 2022 - Dec 2022 · 6 mos

Summer Internship at Indian Institute of Technology, Patna, May 2022 - Jul 2022 · 3 mos, Patna, Bihar, India, Towards Query Semantic Knowledge Guided Multi-Span Medical Question Answering which intends to enhance the medical context summarizer with multi-spanned answers provided a question.

Coordinator at Smart Mobility Society, IIT Jodhpur, Jan 2022 - Jan 2023 · 1 yr 1 mo

Education

Bachelor of Technology - BTech, Mechanical Engineering, Indian Institute of Technology Jodhpur

Bijendra Public School

Public links

github: https://github.com/aman-095