Built executive level data analytics metrics on Hatch's $10B+ revenue pipeline. Built out an ML Model to forecast total utilization monthly. Bypassed a lot of AI blockers.

Hatch →

OSFI is the Canadian government branch regulating banks. Researched digital innovations in banking, incl. crypto, stablecoins, blockchain, CBDCs. Got to analyze classified exec meetings within big banks, and had round table meetings with major finance companies like Interac, Binance, Wealthsimple, etc.

Series A startup, builds SPR machines using microfluidics cartridges for drug discovery and molecule-molecule binding interactions. Designed SOPs, did lab testing, and ate a lot of Tim Hortons.

Nicoya →

Co-founded an AI wildfire prediction startup. We used satellite imagery + DL to forecast for ignition hotspots based on 80+ parameters. Won the Conrad e-launch pitch. Published an article with UWaterloo News that captured national attention and was commended by Vivek Goel, current UW President.

Firebird →

Got to work with 100s of cracked first year engineers, and made sure everyone survived midterms/exams. Hosted weekly floor events, ran community building, and was the on-call for the 1,000+ students in residence, did lots of resume reviews.

Went to summer camp every year. Eventually they hired me to run waterfront—one of my most valuable experiences. Taught 500+ kiddos to swim, trained guards, but learned most about owning problems and leadership/communication. Also got to live in a cabin with my best friends for 4 months.

We're a global community of makers, artists, engineers, and everything in-between! Hosting weekly co-working sessions at 40+ nodes worldwide. We run the largest independent student-run event in UWaterloo, Socratica Symposium, and I get to work with some of the coolest people and companies I know <3

I like making beautiful things.

Built some websites for various projects

• Innosolve
• Firebird Research
• Artist Ranker

I used to love writing, but school started to make it feel like a chore. I've started rekindling my love for it by writing about things I'm passionate about, on Substack and other.

I am a biochemist by trade, after all. Have worked in Wet and Dry labs doing Pipetting, electrophoresis, PCR, microscopy, spectrophotometry, data modeling, statistical analysis, experimental design, etc.

• CNL Biodosimetry Capstone

  Led biochemistry validation and fundraising for a portable γ-H2AX biodosimetry device with Canadian Nuclear Laboratories, compressing radiation dose assessment from 24+ hours to under 1 hour. Won the iCapstone Technological Futures Award, raised $8,500+ from 1517 Medici Fund and UWaterloo.

• BIOL 499 Honours Thesis

  Computationally designed TNFR1-selective peptide antagonists from sea snake venom for IBD therapy across molecular docking, alanine scanning, and molecular dynamics.

  View Structure →

Random things I've built or tried that didn't fit anywhere else.

• Claude Video

  Directed a video for Anthropic highlighting some really cool projects being built with Claude

• Chris Hadfield × Socratica

  Got the most famous Canadian astronaut to invite people to our event

I founded the first Science club formed in over a decade, scaled to ~15 people across 3 cocreation teams, with the objective of learning more technical skills, doing more independent group work that I didn't see executed with curriculum.

For years, I was terrified of public speaking. I always had confidence on what I was saying, but it's truly an art form to perfect stage confidence. After dozens of pitches, case competitions, and training from some of the best mentors I've ever had, my stage presence is far improved.

Currently heavy gold, some US equities, and cash. My current TFSA allocation ($11,683.27 CAD):

AI and productivity tools I've accumulated over the years. I love being early and doing user interviews.

I love understanding event dynamics. Have attended 150+ through Luma and hosted dozens. Amazing things can happen when you bring a group of people together. Some amazing ones:

• Socratica Symposium

  The largest independent student-run event at UWaterloo

• AI Agents Workshop

  Fundamentals of AI Agents with my friend Maya Lekhi, and Advait from Warp

• Claude Create-A-Thon

  100+ cracked waterloo builders spent a whole day building claude artifacts →

• Socratica:Lounge

  12 cool demoes, 100s of people with an espresso + matcha bar, and jazz band. →

Trained up from zero experience to Iron Man 70.3 Victoria in 6 months, had a bunch of amazing friends from Waterloo and SF join. The journey is so hard yet so worthwhile!