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~/ashmit-jha/about.md● open to networking and collaboration
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Ashmit Jha

AI Product Engineer at Toggle Holdings · Tokyo

I turn messy real-world workflows into production AI products: chat interfaces, document pipelines, and data platforms. Penn State '26, working in English, Japanese, and Hindi.

171.4 GB
migrated to Supabase
15
API endpoints shipped
40+ hrs
saved per month
resume.pdf email linkedin github

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Portrait of Ashmit Jha
Ashmit JhaTokyo, Japan · EN / JA / HI
~/experience.log3 employers

Experience

AI Product Engineer

Toggle Holdings Inc. · Tokyo, Japan
Aug 2026 – present
  • Turned customer requirements into a production chat interface for property search, replacing a five-click workflow with a single natural-language request that handles map filtering, comparable-case selection, and saved results.
  • Retired the company's dependency on Azure Blob Storage by migrating 171.4 GB of production assets to Supabase, with audit tracking, access controls, and integrity verification built into the cutover.
  • Built the backend for Japanese real-estate listing management across 15 API endpoints, automating property search, document OCR, yield estimation, and user notifications.
  • Automated classification and splitting of mixed 5 to 17 page property documents using confidence scoring with a vision-model fallback, removing a manual sorting step from listing intake.
  • Consolidated signed-URL generation across four attachment paths and multiple storage providers into one service, standardizing secure file access across the product.

Data Engineer Intern

Coca-Cola Bottlers Japan Inc. · Tokyo, Japan
May 2025 – Aug 2025
Earlier: Data Enablement Intern, May 2024 – Aug 2024
  • Built Medallion-architecture ELT pipelines converting raw financial data into multi-year OPEX reports for budget planning.
  • Developed BI dashboards comparing actuals, budgets, and prior-year trends, reducing manual reporting by 40+ hours a month.
  • Automated Python notification workflows with Azure Logic Apps and Synapse, delivering personalized alerts to 200+ employees.
  • Supported the Azure cloud governance migration through resource provisioning, CI/CD improvements, and data lifecycle documentation.

Data Analyst

The Daily Collegian · University Park, PA
Sep 2023 – May 2024
  • Boosted social media engagement by 30% by automating real-time data retrieval with the Facebook API.
  • Streamlined data aggregation and storage, improving consistency and reliability for the marketing team.
~/projects4 entries

Projects

Research · Jan – Apr 2026

BrainFit temporal modeling pipeline

Extended a published cognition-and-fitness study with time-series analysis on wearable data. Lag-based LSTM and Transformer models predict cognitive performance and are compared against regression baselines.

PythonPyTorchpandasscikit-learn
AI pricing · Nov 2025 – Jun 2026

ProfitOptima

AI pricing platform that generates real-time product price recommendations to improve margins, built on a scraping and pricing pipeline with retries, scheduled runs, and external market data.

Node.jsFirebaseOpenAI APIPuppeteer
view repo ↗
AI fitness

BodyTransform

AI body-recomposition platform. Personalized workout and nutrition plans from user metrics, with progress tracking and generative coaching.

Next.jsTypeScriptOpenAITailwind
view repo ↗
Game AI · Jan – Nov 2024

KnightMind

Chess engine using minimax with alpha-beta pruning and a custom board evaluation function tuned for material and position.

PythonPygameAdversarial search
~/skillsstack

Skills

programming
Python, TypeScript, JavaScript, SQL, Java
ai / ml
PyTorch, scikit-learn, LLM applications, OCR and vision pipelines
data
PostgreSQL, Supabase, Azure, PySpark, pandas
backend
REST APIs, Node.js, React, Docker, CI/CD
languages
English (native), Japanese (fluent), Hindi (fluent)
~/education.mdcredentials

Education and certifications

  • B.S. Computational Data Science, Penn StateCollege of Engineering · Minor in Engineering Leadership Development
    Graduated May 2026
  • Nittany Artificial Intelligence Student SocietyMachine Learning Bootcamp Certificate: white box models, neural networks, regression
    Jan 2024 – May 2026
  • Microsoft Azure DP-900 and AZ-900Azure Data Fundamentals and Azure Fundamentals
    Jun and Jul 2024
~/contact.tsxopen to networking and collaboration
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Let's talk about something hard.

Happy to chat about AI products, data platforms, working in Japan, or interesting problems. Email or LinkedIn is the fastest way to reach me.

emailjhaashmit95@gmail.com
linkedin/in/ashmit-jha github/Ashmit-101