About Me

I am a results-driven, hard-working and very ambitious. I have graduated with a First Class Honurs MEng Computer Science degree in University College London. My degree was mostly focused on Machine Learning with emphasis on NLP and RL.

Education

  • Sep 2019 - Jun 2023

    University College London

    MEng Computer Science
    Grade: First Class Honours

    Master's Project: Safe Model-based RL with Neural Network Ensembles (Advisor: Prof. Marc Deisenroth)
    Relevant modules: Supervised Learning, Deep Representation and Learning, Machine Learning for Visual Computing, Statistical NLP, Reinforcement Learning, Robotic Systems, Multi-agent AI, Distributed Systems and Security

  • Sep 2014 - Jun 2019

    Sofia High School of Mathematics

    High School Diploma
    Grade: 5.93 / 6.00 (A*A*A equivalent)

    Maths State Maturity Exam: 6.00 / 6.00 (A* equivalent)

  • March 2017 to present

    Colorlib

    Senior Web Developer
    Santa monica, Los angeles

  • March 2017 to present

    Colorlib

    Senior Web Developer
    Santa monica, Los angeles

  • March 2017 to present

    Colorlib

    Senior Web Developer
    Santa monica, Los angeles

Experience

  • Sep 2023 - Present

    Software Engineer, Samsara

    After completing a successful internship, returned as a full-time employee in the Global Compliance team
    Part of the team's re-architecturing efforts for the US and Canada parts of the compliance system, as well as solving high-priority issues for our customers

  • Sep 2023 - Present

    Postgraduate Teaching Assistant, University College London

    Guiding and supporting master's students as a Teaching Assistant for UCL's “Real-world Multi-agent Systems” module, assisting in the deployment and optimization of AI models on wheeled robots
    Facilitating a dynamic, hands-on learning experience, troubleshooting AI model deployments, and providing strategic recommendations for improved performance in a collaborative hackathon-style lab environment

  • May 2023 - Jul 2023

    Machine Learning Engineer, Stealth Start-up

    Led the development of a Large Language Model by selecting the optimal open-source LLM, fine-tuning it and optimising it for diverse topic conversations using advanced natural language processing techniques
    Developed and implemented machine learning recommendation algorithms, incorporating the latest research in collaborative and item-item filtering to deliver highly personalized content and product recommendations

  • Jun 2022 - Sep 2022

    Software Engineer Intern, Samsara

    Built and integrated a feature allowing both customers and support staff to force a file download, reducing time required to check whether a VG installation is successful from over 2 hrs to under 2 mins
    Created a new report page allowing managers to monitor drivers nearing an infringement, saving clients over £5m a year in fines
    Improved the performance of the 2 slowest GraphQL endpoints, used for the report, reducing the page load time 10 times

  • Jun 2021 - Sep 2021

    Software Engineer Intern, PA Consulting

    Collaborated in a team with mechanical and biomedical engineers to build a bioreactor for experiments and data collection
    Developed a machine learning model, achieving 99% accuracy in predicting nutrients consumption and ethanol yield during fermentation in the bioreactor in various environmental conditions
    Engineered the model to be extendible to simulate production of any bioproduct, hence having large applicability in the field of biochemical engineering

  • Sep 2020 - Mar 2021

    Transition Mentor, University College London

    Provided support to 8 first-year CS students through virtual meetings on a weekly basis and organised 'ice-breaker' activities to help them build relationships with their peers during the pandemic
    Drawing from my own experience of studying computer science, I assisted with academic difficulties, organised pair programming sessions, answered administrative queries and directed my mentees towards mental health and other support services

Skills

Programming Languages

  • Java
  • C
  • C++
  • Python
  • Go
  • JavaScript
  • TypeScript
  • Haskell

Tools & Frameworks

  • PyTorch
  • Jax
  • TensorFlow
  • Scikit-learn
  • MySQL
  • Git
  • Docker
  • Linux
  • HTML
  • CSS