keshav /SOFTWARE / APPLIED AI / EXPERIMENTS
Keshav Kumar Markan
Waterloo, OntarioSoftware engineering
× Applied AI research

KESHAV
MARKAN.

Software. Applied AI.
Digital equity.

Computer science at Conestoga. I build developer tools, research applications, and accessible learning experiences—and share a project a day.

KM / KINETIC STUDY · DRAG TO ROTATE
Keshav speaking at a microphone

Experience

Applied AI research

Conestoga College.

Research Assistant

MAR 2026 — PRESENT

Extending FAHP-weighted Support Vector Regression, designing data pipelines, and building an interactive research application with explainable predictions.

PythonSVRSHAPStreamlit
91GITHUB REPOSITORIES26AUTOMATED TESTS

Selected projects.

01 /

Software Effort Estimator

A research platform connecting software project data, weighted SVR, and explainable predictions.

RESEARCH · PYTHON · SHAP
91 REPOSITORIES → FEATURES → SVR / PROJECT SCHEMATIC
02 /

ChainBreak Lab

ChainBreak Lab puts a motorsport safety-warning system through 1,200 stress-test scenarios.

HARDWARE · ESP32 · NODE.JS
ChainBreak dashboard running beside an ESP32 sensor board
03 /

Naftelia

Naftelia combines live weather and tide data in an AI marine voyage planner, with 24-hour route plans on an interactive map.

APPLICATIONS · PYTHON · FLASK
WEATHER + TIDES → ROUTE / PROJECT SCHEMATIC
03 / BUILDING IN PUBLIC

100 days.
100 projects.

One project a day. Follow the series on Instagram.

002 / 100 DAYS2 projects published
Keshav introducing the 100 days, 100 projects series
Follow the series
@kaylocksin ↗

DAY 002 / My interactive portfolio

Community

GDG ON CAMPUS

Conestoga College

Executive Lead

Help organize technical workshops, hackathons, networking events, and community activities. Work with the leadership team to connect students with practical opportunities to learn and build together.

JUN 2026 — PRESENT
Conversations at the GDG Conestoga Growth Summit
GROWTH SUMMIT / GDG CONESTOGA

GDG Waterloo

Subcommittee Member

Support developer events and workshops through logistics, outreach, and attendee engagement. Collaborate with organizers to connect students, developers, and technology professionals across the region.

FEB 2026 — PRESENT
Group photo at Build with Gemma, GDG Waterloo
BUILD WITH GEMMA / GDG WATERLOO

I was here.

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A FEW THINGS OFF THE MAIN PATH

Your discovery passport.

Explore four campus destinations to unlock a new atmosphere. Progress stays in this browser.

0 / 4DESTINATIONS FOUND
ResearcherLook toward the observatory.
BuilderFind where the experiments live.
ArchivistFollow the hundred-day trail.
CommunityVisit the place people gather.
Aurora campus

Find all four destinations to unlock the Aurora palette.

Other discoveries

  • Signal foundA small traffic signal is blinking in the arcade.
  • Route finderFind the fastest route when traffic changes.
  • Hands-freeScroll the page using hand control.