Hi, I'm Varnie 👋
Computer Science student at University of Bath with a passion for AI and cybersecurity. Chair of the Cybersecurity Society and aspiring software engineer.
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About

As a highly motivated Computer Science student at the University of Bath with a deep passion for AI and emerging technologies, I serve as the chair of the Cybersecurity Society. My strong drive and enthusiasm, combined with my ability to excel both independently and as part of a team, makes me a valuable asset to any forward-thinking organisation. I have experience with machine learning, cybersecurity, and full-stack development.

Skills

Python
Go
Postgres
C
Java
JavaScript
Ruby on Rails
TensorFlow
Keras
Scikit-learn
Kali Linux
Wireshark
Metasploit
Burp Suite
Docker
Kubernetes
C++
Git
Oracle Cloud
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.

ISO 15118 Certificate Fetcher for EV Charging

Developed a comprehensive ISO 15118 certificate fetcher system for electric vehicle charging infrastructure during my internship at Shell. This project handles the complex certificate provisioning workflow required for secure EV charging communications, implementing the full certificate installation and management process according to ISO 15118 standards.

Python
ISO 15118
Certificate Management
EV Charging Infrastructure
Cryptography
PKI

Intrusion Detection System

I used Logistic Regression on KDD Cup 99 data set to develop a model that can accurately detect and classify network attacks into DoS, Probe, R2L or U2R categories. This cybersecurity project demonstrates machine learning applications in network security.

Python
Scikit-learn
Machine Learning
Cybersecurity
Data Analysis

Self Driving Car

Using NVIDIA's research paper on self driving car trained an end-to-end deep learning model that would let a car drive by itself around the track in Udacity driving simulator. It is a supervised regression problem between the car steering angles and the road images in real-time from the cameras of a car.

Python
TensorFlow
Keras
Deep Learning
Computer Vision
Neural Networks

Ditchcarbon Auto Extraction

Leveraged prompt engineering extensively in developing sophisticated software using Ruby on Rails and ChatGPT for efficient data extraction from diverse documents. Automated PDF extraction, processing 200,000 reports. Enhanced accuracy via user-driven prompt and data point refinement. Streamlined data extraction, conversion, and analysis.

Ruby on Rails
ChatGPT
Python
PDF Processing
Prompt Engineering
Data Extraction

Time Tracker for Local Business

Developed distinctive time tracking software with advanced features, such as QR code employee clock-in and optimized staff scheduling algorithms. Resulted in heightened productivity and reduced costs, receiving positive client feedback as an alternative to established solutions like TSheets.

JavaScript
QR Code
Database Design
Scheduling Algorithms
Business Solutions
Hackathons

I like building things

During my time in university, I attended 2+ hackathons. People from around the country would come together and build incredible things in 2-3 days. It was eye-opening to see the endless possibilities brought to life by a group of motivated and passionate individuals.

  • B

    Bath Hackathon 2024

    Bath, UK

    Participated in Bath Hackathon 2024, developing innovative solutions and collaborating with fellow students on challenging technical problems.
  • B

    Bath Hackathon 2023 - 'Honest Emissions'

    Bath, UK

    A Chrome extension displays carbon emissions and tree impact for viewed products. It ranks similar products by low CO2 emissions, offers price, rating, and reviews. Empowers informed, eco-conscious shopping. 'Honest Emissions' received recognition as the winner of the 'Best Use of Ditch Carbon API' prize track.
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.