SP
About
Software Engineer at Rakuten Group, Inc. I am driven by a desire to contribute to breakthroughs in the field of AI research and ML engineering to make the world a better place.
Work Experience
Rakuten Group, Inc.Full-time
Apr 2024 - Present
Software Engineer
- • Currently undergoing a brand new UI revamp for the checkout webpages of Ichiba — the largest e-commerce shopping site in Japan — as a front-end developer.
- Toolkit: JavaScript, TypeScript, React, Git.
Best Path Research Internship
Jul 2023 - Jul 2023
Machine Learning Intern
- • Delivered a Python script to streamline the conversion of digital text into handwritten images from a directory with 1+ million images of handwritten characters, and OCR-based character recognition.
- • Advanced the development of an application to correct distortions in Japanese receipts by synthesizing a dataset of artificially altered images and training an advanced open-source model to rectify these distortions.
- Skills: Python, NLP, Pattern Recognition, OCR, Computer Vision.
Mitsubishi Fuso Internship
Feb 2023 - Jun 2023
Data Analytics Intern
- • Leveraged Python and Excel to extract, clean, and analyze market prices from 5+ online parts trader websites to support competitor price analysis.
- • Analyzed response data from over 600 employees on company-wide e-learning practices using Excel & PowerBI and presented findings and strategic recommendations to company executives, influencing executive strategies on learning platforms.
- Skills: Python, Excel, PowerBI.
Education
Ritsumeikan Asia Pacific University
2019 - 2023
Bachelor's Degree in Business Administration, CGPA 3.65
Skills
Python
PyTorch
Japanese (N2)
JavaScript
TypeScript
React
Git
Projects
Mini AutoGrad
Learning about the PyTorch autograd engine by writing my own.
Machine Learning
Python
NumPy
Linear Algebra
PyTorch
GPT-2 from Scratch
My attempt at learning about large language models by building a gpt-2 architecture from scratch.
Machine Learning
Python
PyTorch
Chat with Gemini
A full-stack chat application built with Next.js, FastAPI, and Gemini 2.0 Flash model; features a modern UI, conversation history, and customizable AI settings.
Gemini
Next.js
Python
Personal Website
My terminal-themed personal website where I write about my learnings and experiences.
React
TypeScript
Next.js