Hello, I build ML products

AshwiniPal

ML Developer & Product Builder

I turn machine learning ideas into polished, usable products. From rapid prototypes to production-ready systems, I focus on clarity, impact, and human-centered design.

View My Work Scroll to explore

Product showcase

What I've Built

A selection of live, beta, and stealth projects sourced from the collection.

CareSync
Live 3:45

CareSync

Healthcare coordination and patient management platform

Healthcare AI Python
⭐ 1 GitHub
QuantChain
Live 4:30

QuantChain

Quantitative finance meets blockchain technology

Blockchain DeFi Quant Finance Python
⭐ 1 GitHub
dimRed
Live

dimRed

Dimensional reduction algorithms in Python, Scala & PySpark

ML Python PySpark Scala
⭐ 62 GitHub
Stealth

Coming Soon

Reimagining decentralized finance...

Blockchain DeFi
Stealth

Coming Soon

Something new in healthcare AI is coming...

Healthcare AI
Bountycaster
Live

Bountycaster

DeFi analytics for Uniswap v2 LP vs Aerodrome

DeFi Blockchain Uniswap Analytics
GitHub
3D CT Segmenter
Live

3D CT Segmenter

Medical imaging segmentation for 3D CT scans

ML Medical Imaging Python Deep Learning
⭐ 1 GitHub

Latest writing

Latest Writing

Recent essays and external notes from across the web.

Building Quiet Systems

Systems Writing
Medium ↗

Building a Decentralized Voting System with Hedera

Blockchain Hedera Tutorial
Medium ↗

The Convergence of AI and Web3: A NEAR Perspective

AI Web3 NEAR
View all writing →

About

Who I Am

[Placeholder bio] I’m an ML developer who enjoys turning complex ideas into calm, usable products. I care about clarity, iteration, and shipping systems that feel intuitive for real people. Replace this with a 2–3 sentence story in your own voice.

Arctic Code Vault Contributor Starstruck

126

repositories

62+ stars

on dimRed

16

published articles

Tech stack

Tools & frameworks

Python logo Python
Scala logo Scala
JavaScript logo JavaScript
Ruby logo Ruby
PyTorch logo PyTorch
PySpark logo PySpark
Jupyter logo Jupyter
Solidity logo Solidity
Ethereum logo Ethereum
Solana logo Solana
Docker logo Docker
Git logo Git

Career timeline

Milestones

  1. 2018 Started ML journey

    Dove into applied machine learning and rapid experimentation.

  2. 2020 Published Paperspace series

    Shared dimensionality-reduction insights across a multi-part series.

  3. 2022 Built QuantChain

    Shipped a production-grade product spanning ML and Web3 workflows.

  4. Now Building next products

    Focused on human-centered ML tools and scalable product systems.