the huznot collection

welcome to

the huznot collection

a museum of work by muhammad huzaifa irfan. health research, apps, games and websites, mostly built in winnipeg.

muhammad huzaifa irfan
the developer high school student at pembina trails collegiate, full stack development at mitt.
now showing the research wing university of manitoba, college of medicine. co-author, manuscript in preparation.
800+
active volunteers on the canu portal i built
4th
in canada at cybertitan, as team captain
co-author
health research manuscript, uofm college of medicine

organizations i have built for

special exhibition

the research wing

research assistant at the university of manitoba college of medicine, george & fay yee centre for healthcare innovation, in dr. lisa lix's lab. the first high school student in the lab.

co-author

health services research manuscript

manuscript in preparation
icd-9-cm 250.00 retired in 2015
embedded with sapbert closest match in icd-10-ca
icd-10-ca E11.9 type 2 diabetes
2026.01

icd crosswalk

r, clinicalbert, sapbert, similarity search

hospital records are full of diagnosis codes that were retired years ago. this pipeline embeds every code and matches it to its modern equivalent, replacing crosswalks that clinical coders used to build by hand.

f1, icd-9 to icd-10-ca
0.42 → 0.52
f1, icd-9 to icda-8
0.72 → 0.76
trained scoring model, unseen codes
0.67and0.84

crossed-out numbers are the published baseline.

see the code
2026.02

casedefs

python library and cli, pandas, typer

applies 99 published, validated case definitions and comorbidity scores to health claims data, with every code traced back to its source.

99
validated case definitions
2M
claims
~25s
to run all 99
see the code

work

where the collection was made. most of it is still running.

pembina trails collegiate
high school diploma2023 - 2027
manitoba institute of trades and technology
full stack development, dual credit2025 - 2027

works in python, typescript, javascript, go, r, sql, java, c#, c++, php, react, react native, expo, .net, firebase, salesforce, wordpress, unity

  1. sep 2026

    muslim youth hub

    freelance web developer

    • designed and built the website for a winnipeg youth group
  2. aug 2026 - now

    university of manitoba

    research assistant, college of medicine

    • icd crosswalk and casedefs, in dr. lisa lix's lab. co-author on the manuscript.
  3. apr - oct 2026

    pool pros

    freelance web developer

    • designed and built the business website
  4. feb - oct 2026
    • rebuilt the website in wordpress as a provincial math resource hub, and run the server it lives on
  5. jan - sep 2026
    • built collaborationnet, a platform connecting peacebuilding initiatives across canada
    • redesigned the org's website and run its hosting, deployments and maintenance (php, mysql)
  6. nov 2025 - jan 2026
    • wrote most of the python backend for a 4-kiosk exhibit that teaches the four-stroke engine cycle
    • multi-threaded http server with rest endpoints that syncs game state across kiosks and a shared progress display, with the stage-to-kiosk mapping shuffled every round
    shared progress display
    intake
    compression
    power
    exhaust
  7. nov 2025 - apr 2026
    • built the e-commerce site, the company's largest revenue stream (25%+ of sales). won ja manitoba best website of the year.
  8. jun 2025 - now

    manitoba soccer association

    soccer referee

    • referee youth league matches, managing players, coaches and the clock on game day
  9. mar 2025 - now

    canu canada

    software & database developer

    • built and launched the volunteer portal (react, firebase, salesforce): 800+ active volunteers, 1,800+ profiles, gamified badges
    • designed a graph-based matching algorithm pairing volunteers with opportunities, now being extended to match students with industry mentors
    • lead the tech team, building new products including rise+
  10. sep 2024 - now

    basketball manitoba

    basketball referee

    • officiate youth and high school games across winnipeg, keeping calls consistent and games moving

apps

things people can hold in their hand. each one started as a problem somebody in manitoba actually had.

2026.03 react native, typescript

mosi, manitoba outdoor safety index

one outdoor risk score for any manitoba community, built from twelve live government feeds: weather, air quality, wildfire, water, vector-borne disease and health advisories. the disease models are validated against real west nile surveillance data.

  • msss silver medal
  • cmos award for environmental science

mentored by dr. michael drebot, former director of zoonotic diseases at the national microbiology lab. presented to the minister of innovation, launching soon.

2025.01 react native, typescript, gemini, cloudflare workers

frugal, camera-first price finder

photograph a product and see what every store around you charges for it, cheapest first. gemini vision identifies the item, google shopping supplies the prices, and nearby stores are ranked by distance.

  • rideau hall ingenious+ award ($1,000)
cleanit logo
2026.04 react native, expo, leaflet

cleanit trash for cash

scan an item, find out where it goes, drop it off at one of 160+ winnipeg points, earn rewards from local businesses. cofounder and lead dev.

started at a canu and kahanee design lab. built around wahkohtowin.

  • won the asper pitch competition
  • raised $2.5k+
  • pitched to the mayor

arcade

games, mostly unity. one runs right in your browser, the rest are a download away. scroll sideways for more.

  1. let there be light title screen
    unity, c#

    let there be light

    a short first-person story game in three acts and a flashback.

  2. black history museum title screen
    unity, c#, webgl

    black history museum

    walk between exhibits, hear the narration, answer a question at the end of every room.

  3. 1v1 basketball title screen
    unity, c#

    1v1 basketball

    lebron vs jordan on one keyboard. first to 10. there is a solo 3 point challenge too.

  4. dynamics sandbox title screen
    unity, c#

    dynamics sandbox

    walk around or drive a car while the hud shows live velocity, acceleration and force.

  5. gamenet title screen
    html, css, js

    gamenet

    ad-free unblocked browser games in one place: 2048, flappy bird, pong and more.

awards

  1. cybertitan national cybersecurity competition

    4th place in canada as team captain of cybersigmas. top 50 internationally at cyberpatriot.

    2026
  2. university of toronto national book award

    one student per school, for academics, creative thinking and community involvement

    2026
  3. skills manitoba web development

    silver medal, two years running

    2025, 2026
  4. rideau hall foundation ingenious+

    youth innovation award for frugal, $1,000

    2026
  5. manitoba schools science symposium

    silver medal for mosi

    2026
  6. cmos excellence in environmental science

    canadian meteorological and oceanographic society, for mosi

    2026
  7. asper pitch competition

    winner with cleanit, asper school of business

    2026
  8. ja manitoba best website of the year

    for the bubblebrew store

    2026
  9. b. history zueike award

    excellence in community leadership, $1,000, from zueike

    2026
  10. canu lead award

    scholarship, twice

    2024, 2025
team cybersigmas, five students in cyberpatriot shirts
team cybersigmas at cybertitan. i was team captain.
muhammad receiving a certificate of outstanding service from the manitoba minister of education
receiving a certificate of outstanding service from the minister of education.

civic hall

manitoba student advisory council

2024 - 2026, two terms

one of 32 students from across the province. co-wrote three policy reports to the minister of education, on ai, climate and emergency preparedness.

the huznot collection
audio guide

every exhibit has a number on its label. key it in to jump there, or type it anywhere on the page and press enter.

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