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Mkhurana3/README.md

Pixel-art ML lab: CRT monitor drawing a loss curve, neural network, server racks

✦ Manan Khurana

Mkhurana3 · CS undergraduate · machine learning · data science · computational biology

Machine learning for biological data

Animated DNA sequencer translating a gene

✦ about me

; manan.asm · x86-64 · NASM

section .data
    name      db "Manan Khurana", 0
    handle    db "Mkhurana3", 0
    location  db "Delhi, India", 0

    focus     db "Machine Learning", 0
              db "Data Science", 0
              db "Computational Biology", 0

    open_to   db "Research internships", 0
              db "Open-source collaboration", 0

section .text
    global _start

_start:
    lea   rdi, [rel focus]
.loop:
    call  read_papers
    call  write_code
    call  ship
    jmp   .loop             ; never returns
 Python session training a neural network

✦ tech stack

Languages

Machine Learning & Data Science

Bioinformatics

Web

Tools & Platforms

Animated neural network: forward pass and backpropagation

✦ featured projects

AushadhiTrack start page: the latest hash-chained ledger records and a check that every record still verifies

💊 AushadhiTrack

Smart India Hackathon 2026 prototype (SIH26198) that follows Jan Aushadhi medicine from warehouse to patient. A SHA-256 hash-chained ledger, seven explainable fraud rules, an Isolation Forest that catches patterns the rules miss, and Ed25519-signed QR receipts patients can check in English or Hindi.



 Score of the real genetic code against 100,000 random codes

🧬 codon-shuffle

Is the genetic code better than random? A reproduction of Haig & Hurst (1991): we scored 100,000 random genetic codes on how much damage a single mutation does, and only 10 beat the real one. Plus an early AlphaFold follow-up on folded vs disordered protein regions. Built with Antara: I led the biology and worked on the code with her.

✦ github stats

GitHub activity: contributions, streaks, heatmap and weekly trend

auto-updated daily by a GitHub Action

✦ find me

Pixel-art lab ending screen: microscope, DNA helix, sequencing readout — thanks for playing

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