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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Highlights

  • Pro

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l2ggy/README.md

Hi, I'm Boris!!

University of Toronto • CS & Math (AI focus) • Toronto, Canada

Email LinkedIn GitHub

About me

  • CS & Math student at UofT with a focus in AI
  • Instrumentation Software Developer (work study) at the Wheeler Lab
  • Web Developer and club executive at the UofT Quantum Computing Club
  • Fluent in English and Russian, proficient in German

Highlights

  • Toronto Bioinformatics Hackathon: 2nd place out of 23 projects (116 contestants).
    I co-led a 5-person team and single-handedly trained a transformer model (DNABERT-2-117M) in PyTorch and Hugging Face on A100 GPUs to predict alternative polyadenylation site choice from sequence.
    Held-out performance: Accuracy 0.86, AUROC 0.93, AUPRC 0.94, F1 0.86. The team was awarded $500.
    Devpost: https://devpost.com/software/predicting-apa-site-choice-from-mrna-sequences

What I work with

Selected projects

  • LeetTutor
    A lightweight micro-app that analyzes LeetCode problems and returns targeted feedback quickly.
    Stack: Python, Cloudflare Workers, plain JS.
    Repo: https://github.com/l2ggy/leettutor

GitHub stats

Get in touch

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  1. hackbio-ca/apa-site-choice-prediction hackbio-ca/apa-site-choice-prediction Public

    🥈 Winner of the 2025 Runner Up Award: Predicting Alternative Polyadenylation Site Choice from mRNA Sequences

    Python 2