Hi, I'm Punit 👋
Software Engineer at NOCO
PA

About

Software engineer with expertise in Backend, Full-Stack, Firmware, and Machine Learning. I love to code for fun and turn innovative ideas into real-world products. Fast learner, researcher, and problem-solver with a proven track record of delivering projects from concept to production.

Skills

Machine Learning
Algorithms
Backend
Firmware
System Design
Cloud
APIs

Programming Languages

Python
C
C++
TypeScript
Go
SQL

Frameworks

FastAPI
Django
TensorFlow
PyTorch
React
Node.js

Technologies

Azure
Docker
Kubernetes
Git
PostgreSQL
Redis
Terraform
Jenkins
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.

Axiom

Quantitative Equity and Options Analysis Platform built on top of the Charles Schwab API.

Python
Quantitative Finance
Machine Learning
API
Websockets
Redis
React
Next.js
Typescript

AgentML

Streamlining the ML pipeline, from brainstorming and exploratory research to model development, evaluation and explanation.

Python
Machine Learning
Large Language Models
Agents
Data Science
Streamlit
CT Scan Segmentation

CT Scan Segmentation

Investigating pre-processing techniques to enhance the segmentation accuracy of knee CT scans for popliteal artery aneurysm (PAA) diagnosis and management.

Python
Image Processing
Computer Vision
Medical Imaging
Segmentation
Machine Learning

Airbrake

A system designed to deploy airbrakes on high-altitude rockets to control their descent and prevent damage during landing.

C
Python
Machine Learning
Embedded Systems
Control Systems
Rockets

Cellular S&P500

Cellular Automata meets Neural Networks to simulate the S&P500. The grid weights are LSTMs trained on up to 30 years of historical price data.

Python
Machine Learning
Neural Networks
LSTM
Cellular Automata
Simulation

Quizzrr

Generate quizzes on any topic using LLMs to help you learn faster. The questions are generated based on your performance to test your understanding and retention.

LLM
Llama 3
RAG
Next.js
React
tRPC
Tailwind CSS
shadcn
Hackathons

I like building things

During my time in university, I attended 12+ hackathons and won numerous of them. Most importantly, I learned a lot and had a great time learning new technologies, meeting new people, and turning ideas into reality.

  • H

    HackMIT 2024

    Massachusetts Institute of Technology

    Mentored and Judged at HackMIT 2024
  • M

    Meta Llama 3 Hackathon

    Shack15, San Francisco, CA

    Autonomous Scientific Research Assistant to conduct research and write detailed reports on a given scientific topic.
  • T

    TreeHacks

    Stanford University

    AI-powered framework that streamlines the literature review process and assists researchers in scientific discovery. It uses a team of specialized conversational agents to perform intelligent literature searches, summarize research papers, identify research gaps, generate hypotheses, and validate claims against existing scientific works.
  • S

    Stanford LLM x Law Hackathon

    Stanford University

    BERT embeddings fine-tuned for legal documents.
  • H

    HackMIT 2023

    Massachusetts Institute of Technology

    Medical Records with Superpowers.
  • P

    PennApps XXIV

    University of Pennsylvania, Philadelphia, PA

    Won Best Financial Hack (sponsored by Capital One). Autonomous ML and Exploratory Research Made Easy.
  • U

    UC Berkeley AI Hackathon

    UC Berkeley

    Won the Grand Prize ($50K). AI-Powered Personal Financial Advisor.
  • C

    Climate AI Hackathon

    Shack15, San Francisco, CA

    Research Faster, Better and Deeper.
  • A

    AI SF 2023

    San Francisco, CA

    Shopping Decisions and Reviews Simplified.
  • S

    SB Hacks IX

    UC Santa Barbara

    Learn Anything and Everything Faster and Efficiently.
  • O

    OuterEdge LA 2023

    Los Angeles, CA

    Won HiFi Bounty For Using Pooled NFTs. Add liquidity to the PooledNFT project.
  • H

    Hack@CEWIT2023

    Stony Brook University

    Won 4 Prizes: AI Mastermind, Climate Action Hero, Hacking Hero, and HealthTech Hero. AI Powered Food Donation and Delivery Platform.
Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on twitter and I'll respond whenever I can. I will ignore all soliciting.