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cancer recognition · t cells · synthetic receptors

I work on the immune system, and on making biology more legible and more editable.

I'm Sid — a researcher working across cancer immunology, T cells, synthetic receptors, gene editing, and AI for biology. This is a place for the science I care about, the things I'm building, and the questions I keep nearby.

Photo of Sid

Photo of Sid

Photo of Sid

scroll— a cell, a strand, a route

University of Toronto logoPrincess Margaret Cancer Centre logoY Combinator logoArc Institute logoSalk Institute logoStanford University logoUniversity of Toronto logoPrincess Margaret Cancer Centre logoY Combinator logoArc Institute logoSalk Institute logoStanford University logo
edit

fig. 01 — from editing to recognition

Editing a cell changes its instructions. That's the first layer, not the last.

The harder question is what a cell can sense — and how it decides to act.

I want to design the receptors and circuits that let T cells recognize cancer with more specificity and context.

Recognition is the hard part. Cancer is, in part, a failure of it.

So the goal isn't only better edits — it's better ways to sense, interpret, and decide.

history — fig. 02 movement

How the work developed

A path through labs and questions — biking is where a lot of it metabolizes.

2020–2021First lab

Princess Margaret / UHN — Harding Lab

Cancer biology and DNA damage. Where research stopped being an idea and became something I actually did with my hands.

Princess Margaret / UHN — Harding LabLab bench, microscopy, notebook, or research building
Princess Margaret / UHN — Harding Lab
2022–2023Memory T cells

Salk Institute — Kaech Lab

Memory T cells, immunology, and cancer prevention — work that became a first-author paper in the Journal of Immunology on memory T cells in cancer immunoprevention.

Salk Institute — Kaech LabSalk architecture, lab photo, or T cell sketch
Salk Institute — Kaech Lab
2024–presentEditing & receptor logic

Stanford University / Arc Institute — Roth Lab

CRISPR, T cell engineering, and programmable biology — and the receptor and circuit logic that decides what an engineered cell can sense and do. Still involved.

Stanford University / Arc Institute — Roth LabCRISPR design interface, whiteboard, or wet-lab setup
Stanford University / Arc Institute — Roth Lab
2023–presentRecognition & cell state

University of Toronto / Princess Margaret — Brooks Lab

T cell biology and cancer immunology, leaning into immune dysfunction, exhaustion, and cell state (including noncoding RNA / lincRNAs): why cancer recognition holds or breaks down inside tumors.

University of Toronto / Princess Margaret — Brooks LabT cell biology, lincRNA / noncoding RNA notes, or lab notebook
University of Toronto / Princess Margaret — Brooks Lab
2025–presentCurrent direction

Now

Working at the interface of recognition and editing — synthetic receptors, CRISPR, cell state, and AI — to make how T cells recognize cancer more precise, more legible, and more editable.

Current workDesk, notes, code editor, bike, or a T cell recognition sketch
Now · building
Harding Lab
Kaech Lab
Roth Lab
Brooks Lab
Now

about

About

I'm Sid. Most of my work circles around cancer immunology, T cells, gene editing, and the problem of making biology more understandable and more editable.

I'm drawn to systems that recognize, remember, fail, repair, and adapt: immune systems, cells, institutions, people, and sometimes software.

Recognition
How T cells sense cancer — specificity, sensitivity, context, and state.
Synthetic receptors
Logic-gated receptors and circuits that shape what a cell can recognize and when it acts.
Gene editing
CRISPR, perturbation design, engineered cells — the editing layer.
Immunology
T cells, memory, exhaustion, and cancer immunology.
AI and tools
Interfaces that make biology easier to reason through.
Writing and philosophy
Uncertainty, selfhood, altruism, medicine, and decision-making.
Outside the lab
Biking, cities, food, and long conversations.
Field-note placeholderDesk, lab notebook, or whiteboard sketch
Something from the work — notebook / desk / whiteboard
Everyday placeholderBike, Toronto street, or campus
Something from outside it — bike / city / campus

work

Things I'm working on

A few threads I'm pulling on — some research, some tools, some still mostly questions.
Receptor diagram placeholderReceptor–ligand diagram, T cell synapse, or logic-gate sketch
01

Synthetic receptor design

Designing logic-gated receptor systems for T cells that can recognize cancer cells with greater precision and context-awareness.

  • T cells
  • synthetic receptors
  • logic gating
  • cancer recognition
CRISPR-All interface placeholderScreenshot of CRISPR-All interface or DNA editing diagram
02

CRISPR-All

A tool for designing modular genetic perturbations in T cells — the editing layer of cell engineering.

  • CRISPR
  • gene editing
  • T cells
  • interfaces
Cell-state notes placeholderlincRNA notes, T cell dysfunction diagram, or regulatory network sketch
03

Recognition, sensitivity & cell state

How T cells recognize cancer — and how sensitivity, specificity, and cell state (including the role of noncoding RNA and lincRNAs) shape whether recognition holds or breaks down.

  • cancer recognition
  • T cell state
  • noncoding RNA
  • immune dysfunction
Memory T cell placeholderPaper figure or T cell memory diagram
04

Memory T cells and cancer prevention

Research and writing on how memory T cells may shape cancer immunoprevention.

  • immunology
  • cancer
  • memory T cells
Model diagram placeholderModel diagram, code screenshot, or perturbation matrix
05

AI for biology

Using computational tools to reason about perturbations, receptor designs, cell states, and experimental design.

  • AI
  • biology
  • modeling
Science comm placeholderAnimation still, drawing, or public-facing immunology graphic
06

Science communication

Making immunology and cancer biology easier to see, explain, and care about.

  • writing
  • visuals
  • public engagement