Hi,

I'm Archit!

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Projects

NFL RB Projections

Using machine learning to estimate player's careers


Python, Sci-kit learn, pandas, Machine Learning

NFL combine based Machine Learning projections

I used 6 different metrics from the NFL combine to attempt to project the careers of incoming running backs. I created separate two models, one was a multiple input linear regressor, and the other was a neural net.

Github

Android Racing Game

A racing game I made one summer with a computer controlled opponent.






Unity with C# scripts

Android Racing Game

Game has 3D graphics and computer controlled opponent with a variety of obstacles, including a bridge and numerous mountains. There was also a computer version.

APK file on Github

NFL RB Vision Rank

In Progress

Recently started working on a project to get the rates of a successful read for an NFL running back. I've begun working with some of the data from NFL's old big data bowl but haven't fully started yet.








Python

In Progress

I'm working on this project independently at the moment, my goal is to be able to send some of my work to an NFL team

Alexa Skills

I have over 2000 downloads across all my Alexa skills






Alexa skill links are on Github

Links on Github

Metamorphic Buffers for Multijunction Solar Cell Research

Increasing the efficiency of Solar cells. (External image of the concept)





Hardware: Semiconductor/Device Engineering

Metamorphic Buffers for Multijunction Solar Cells

My group researched and presented on metamorhpic bufffers for use in multijunctional solar cells. In more detail: how to design solar cells to be more efficient by using metamorphic buffers to conjoin solar cell material with different atomic sizes which are all responsive to various light frequency ranges. The goal was to cover as much of the electromagnetic spectrum as possible (thereby increasing efficiency) and using these metamorphic buffers was a way to do so.

Poster

  Miscellaneous Projects

  • Earthquake Risk based on Distance (Android, Maps API)
  • Inventory Tracker - Python
  • Bioinformatics based report on EGFR's role in Cancer (link on back of card)
  • AWS IoT button programming
  • This website - HTML/JS/CSS/Bootstrap

  School Projects

  • 2048
  • Scheme Interpreter
  • Plants vs Zombies style game
  • Array Deque/Linked List Deques
  • Git style version control system with support for remotes

EGFR Report Link

Report Link

Experience

May - August 2021

NASA

Software Engineering Intern

PPE Drone Delivery

2020 - 2023 (Expected)

UC Berkeley

Student, Regent's Scholar, Major in Computer Science, Minor in Data Science

2020 -

Sports Analytics at Berkeley: Data Analysis

Use Python to create visualizations and analyze sports data

Summer 2019

COSMOS

Researched and presented on Metamorphic Buffers project (above). Semiconductor/Device Engineering cluster

2014 -

Android/Alexa Developer

Over 2000 total downloads, Racing game, Earthquake Risk, Trivia, etc.

Summer 2018

Science Gurus

Cell Science Intern

Used bioinformatics to write report on EGFR's role in cancer

2013-2020

Eagle Scout - Troop 154

Project was building 50ft fence at Ardenwood Farm, Senior Patrol Leader (highest scout position)