Code Monkey home page Code Monkey logo

πŸ‘¨β€πŸš€ Hello, I'm Avik Banerjee

Check out my website!

πŸ‘€ I'm a senior undergrad pursuing a BS/MS honors in aerospace engineering πŸš€ at Georgia Tech. My main interests revolve around applying ML, AI, systems analysis, and data science to topics in aerospace engineering and related industries. That said, I'm always open to exploring a wide range of engineering experiences!

Linkedin: avik-banerjee-aero

AE Student @ Georgia Tech

  • Coursework: Object-Oriented Programming, Computing for Engineers, Linear Algebra, Dynamics, Thermodynamics & Fluid Fundamentals, Engineering Graphics & Design, Calc 1-3
  • Self Learn: Data Structures & Algorithms, C++ Development, Scripting, SQL Essential Training

Professional Experience

RF Summer Research Intern @ MIT Lincoln Laboratory

  • Worked on developing comprehensive MBSE analysis of radar backend using MagicDraw, Matlab Radar Toolbox, and Python script
  • Designed, SMT soldred, and tested PCB to monitor health and status of radar component

Space Summer Research Intern @ MIT Lincoln Laboratory

  • Worked on developing a novel modeling capability in MATLAB that leveraged orbital physics, parallel computing, and optimization techniques to provide data used in engineering systems analysis trade studies

Model-Based Systems Engineering Research Assistant @ Aerospace Systems Design Laboratory

  • Worked on modeling and simulating an underwater rocket launch and habitable lunar platform using MagicDraw, OpenMBEE, version control, and REST API.

Technical Skillset

Python:

  • TensorFlow, Scikit-learn (ML)
  • OpenCV, Matplotlib (Image Processing)
  • Pandas, NumPy (Data Analysis)
  • PyBlueZ, Gattlib, Pyyaml (Signal Processing)

Java:

  • Object Oriented Programming
  • Graphics & Game Design

JavaScript:

  • Web Dev
  • NLP
  • Node.js Amazon Alexa Skills

Terminal:

  • Bash, CMD
  • Tangram (ML)

OS:

  • Linux, Raspbian (Debian Linux)

Projects

PACT Raspberry Pi Projects

Bluetooth Contact-Tracing VIEW PROJECT

Key Technologies Used: Python, Python Bluetooth Libraries, Numpy, Pandas, Matplotlib

  • Used Python and bluetooth libraries to successfully demonstrate the feasibility of Bluetooth Low Energy for automated proximity-detection for COVID-19 by conducting Raspberry Pi signal experiments

  • Used Matplotlib for data visualization and Numpy & Pandas to parse CSV data and run statistical analysis on key signal parameters such as RSSI (Recieved Signal Strength) to design a proximity detection algorithm based on COVID TC4TL (β€œToo close for too long”) parameters

Contributed toward Private Automated Contact Tracing (PACT) Intiative led by MIT CSAIL:

PACT

CubeSat Active Debris Removal VIEW PROJECT

Key Technologies Used: Python, TensorFlow, Computer Vision, Finite Element Analysis, Dynamic Motion Analysis, 3D CAD

  • 3D Printed Physically built CubeSat mockup prototype containing embedded systems and low-light cameras and IMU sensors

  • Simulated prototype performance with dynamic motion and finite element analysis (FEA) in Autodesk Inventor

PACT

  • Used Python and Tensorflow to train ML model on curated dataset and implemented model into debris detection script yielding 95% confidence per detection

Avik Banerjee's Projects

ble-covidproximitydetection icon ble-covidproximitydetection

This repo contains all files and code relating to my COVID-19 Bluetooth Automated Proximity Detection Independent Project through the PiPACT Program

bwsicubesat icon bwsicubesat

This is the repo for my BWSI CubeSat project on using CubeSats to clean up oceanic plastics.

cubesatadr icon cubesatadr

This is my CubeSat Active Debris Removal project page!

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.