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A few windows
into my world.

Profiles, conversations, and recordings from research, student exchange, and life beyond the lab. Read a story, hear the work in my own words, or come along for a lap.

Udi receiving the McMaster Science Co-op Student of the Year award
McMaster Science Co-op Student of the Year · McMaster story & photograph
Research, and the people behind it

A moment
worth flying for.

My UAB supervisors travelled from Alabama to McMaster for a co-op award presentation. The story is also about the exchange, friendships, and student mentorship that grew around the research.

Read the McMaster profile

In print,
in conversation.

Nine article editions and mentions across six story groups. Original and adapted editions appear together; award mentions are labelled separately from interviews.

ProfileMarch 31, 2026McMaster News

Udbhav Ram’s co-op supervisors flew in from Alabama to give him an award

McMaster profiles the Science Co-op Student of the Year recognition, the surprise visit by Joel Pogue and Carlos Cardenas, and Udi’s work mentoring students through applications and international placements.

Published March 31, 2026. The Ontario co-op award mentioned in the story was a nomination.

Original edition · same storyA moment worth flying for – Udbhav Ram’s extraordinary co-op experienceMcMaster Science Careers & Experience Centre · March 18, 2026
Mentorship & employer recognitionJune 9, 2025UAB Heersink School of Medicine

Cardenas receives McMaster Co-op Emerging Employer of the Year Award

The mentor-award feature follows the development of Udi’s co-op placement, research collaboration and return to Birmingham for a second placement in 2025.

Related coverage · same awardRecognizing Excellence in Science: 2024 Co-op Employer of the Year AwardsMcMaster Science Careers & Experience Centre · April 3, 2025
ProfileJuly 31, 2024McMaster News

Undergrad adds ‘international visiting scholar in radiation oncology’ to jam-packed résumé

A profile connecting Udi’s UAB research with earlier experiences in race engineering, biomedical research, software development and science-policy outreach.

ProfileJune 28, 2024UAB Heersink School of Medicine

International student from McMaster University and mentor drive changes in medicine through AI

UAB explores Udi’s collaboration with Carlos Cardenas on segmentation, planning-system evaluation and AI quality assurance, alongside his undergraduate ambassador role.

The UAB article is dated June 28, 2024; the collaboration showcase video was uploaded that September.

Come along
for a run.

A footage-registered companion to the first Formula LGB 1300 onboard recording from Madras International Circuit, filmed in May 2023.

Estimated track positionA marker is shown only where reviewed video landmarks support an estimate. Position is unavailable during the grass excursion and after the last matched landmark.Start/finish bridge reference1234567891011121314151617Clockwise full circuit · estimated from video · FIA outline
Observed at 0:00 · not connected
Run stategarage
LapNo lap
Video estimateUnavailable

Garage preparation

Session context; the car remains in the garage.

Estimated from video

What the recording can support

Visual pace —Audio tone —Cornering —

signals unavailable. Visual pace and whole-recording audio spectrum are normalized descriptors from the 720p source. Cornering is a qualitative inference from the registered circuit geometry—not a wheel measurement or calibrated probability. None are speed, steering angle, RPM, throttle, or brake channels; gaps mean unavailable evidence.

Direct wheel review: not sampled at this frame.

Out lap2:472:38 bridge crossing
Lap 12:205:25 bridge crossing
Lap 22:107:45 bridge crossing
Lap 32:309:55 bridge crossing
Lap 41:34 partial12:25 bridge crossing
Approximate track position

One lap, seven visible anchors

The fastest lap is matched to visible sections of the circuit. The marker moves only between reviewed landmarks, never from total video time alone.

Start/finish bridge7:45 · about 0% around the drawn lap
Turn 28:00 · about 13% around the drawn lap
White-tower straight8:20 · about 34% around the drawn lap
Turn 98:40 · about 45% around the drawn lap
Turn 139:09 · about 71% around the drawn lap
Turn 179:45 · about 92% around the drawn lap
Start/finish bridge return9:55 · about 100% around the drawn lap
Technical frame-to-map ledger
LapVideoLandmarkMap fraction
Out lap2:38Start/finish bridge · right0.000
Out lap2:52Turn 1 · right0.070
Out lap3:03Turn 2 · right0.135
Out lap3:11Turn 3 · left0.174
Out lap3:13Turn 4 · left0.218
Out lap3:15Turn 5 · right0.244
Out lap3:18Turn 6 · left0.274
Out lap3:23White-tower straight · straight0.335
Out lap3:36Turn 7 · left0.373
Out lap3:43Turn 8 · right0.400
Out lap3:54Turn 9 · left0.450
Out lap4:01Turn 10 · right0.490
Out lap4:11Turn 11 · left0.559
Out lap4:20Back straight · straight0.615
Out lap4:28Turn 12 · right0.664
Out lap4:33Turn 13 · left0.706
Out lap4:36Turn 13 exit · left0.720
Out lap4:41Straight after Turn 13 · straight0.750
Out lap4:54Turn 14 · right0.788
Out lap5:03Turn 15 · left0.825
Out lap5:08Turn 16 · right0.856
Out lap5:15Turn 17 · right0.924
Out lap5:20Timing-building straight · straight0.970
Out lap5:25Start/finish bridge return · straight1.000
Lap 15:25Start/finish bridge · right0.000
Lap 15:30Turn 1 · right0.070
Lap 15:41Turn 2 · right0.135
Lap 15:48Turn 3 · left0.174
Lap 15:50Turn 4 · left0.218
Lap 15:52Turn 5 · right0.244
Lap 15:55Turn 6 · left0.274
Lap 16:00White-tower straight · straight0.335
Lap 16:09Turn 7 · left0.373
Lap 16:14Turn 8 · right0.400
Lap 16:22Turn 9 · left0.450
Lap 16:28Turn 10 · right0.490
Lap 16:35Turn 11 · left0.559
Lap 16:43Back straight · straight0.615
Lap 16:50Turn 12 · right0.664
Lap 16:54Turn 13 · left0.706
Lap 16:57Turn 13 exit · left0.720
Lap 17:04Straight after Turn 13 · straight0.750
Lap 17:15Turn 14 · right0.788
Lap 17:22Turn 15 · left0.825
Lap 17:27Turn 16 · right0.856
Lap 17:33Turn 17 · right0.924
Lap 17:39Timing-building straight · straight0.970
Lap 17:45Start/finish bridge return · straight1.000
Lap 27:45Start/finish bridge · right0.000
Lap 27:50Turn 1 · right0.070
Lap 28:00Turn 2 · right0.135
Lap 28:08Turn 3 · left0.174
Lap 28:10Turn 4 · left0.218
Lap 28:12Turn 5 · right0.244
Lap 28:15Turn 6 · left0.274
Lap 28:20White-tower straight · straight0.335
Lap 28:28Turn 7 · left0.373
Lap 28:32Turn 8 · right0.400
Lap 28:40Turn 9 · left0.450
Lap 28:44Turn 10 · right0.490
Lap 28:52Turn 11 · left0.559
Lap 28:59Back straight · straight0.615
Lap 29:05Turn 12 · right0.664
Lap 29:09Turn 13 · left0.706
Lap 29:11Turn 13 exit · left0.720
Lap 29:19Straight after Turn 13 · straight0.750
Lap 29:28Turn 14 · right0.788
Lap 29:35Turn 15 · left0.825
Lap 29:39Turn 16 · right0.856
Lap 29:45Turn 17 · right0.924
Lap 29:50Timing-building straight · straight0.970
Lap 29:55Start/finish bridge return · straight1.000
Lap 39:55Start/finish bridge · right0.000
Lap 310:00Turn 1 · right0.070
Lap 310:09Turn 2 · right0.135
Lap 310:17Turn 3 · left0.174
Lap 310:18Turn 4 · left0.218
Lap 310:20Turn 5 · right0.244
Lap 310:23Turn 6 · left0.274
Lap 310:28White-tower straight · straight0.335
Lap 310:37Turn 7 · left0.373
Lap 310:41Turn 8 · right0.400
Lap 310:50Turn 9 · left0.450
Lap 310:55Turn 10 · right0.490
Lap 311:09Turn 11 · left0.559
Lap 311:22Back straight · straight0.615
Lap 311:35Turn 12 · right0.664
Lap 311:38Turn 13 · left0.706
Lap 311:39Turn 13 exit · left0.720
Lap 311:47Straight after Turn 13 · straight0.750
Lap 311:56Turn 14 · right0.788
Lap 312:03Turn 15 · left0.825
Lap 312:08Turn 16 · right0.856
Lap 312:13Turn 17 · right0.924
Lap 312:19Timing-building straight · straight0.970
Lap 312:25Start/finish bridge return · straight1.000
Lap 412:25Start/finish bridge · right0.000
Lap 412:29Turn 1 · right0.070
Lap 412:41Turn 2 · right0.135
Lap 412:49Turn 3 · left0.174
Lap 412:51Turn 4 · left0.218
Lap 412:52Turn 5 · right0.244
Lap 412:55Turn 6 · left0.274
Lap 413:00White-tower straight · straight0.335
Lap 413:09Turn 7 · left0.373
Lap 413:14Turn 8 · right0.400
Lap 413:22Turn 9 · left0.450
Lap 413:27Turn 10 · right0.490
Lap 413:35Turn 11 · left0.559
Lap 413:42Back straight · straight0.615
Lap 413:49Turn 12 · right0.664
Lap 413:53Turn 13 · left0.706
Lap 413:56Turn 13 exit · left0.720
The car leaving the paved circuit at 11 minutes 17 secondsThe car travelling across grass at 11 minutes 24 secondsThe car returning to pavement at 11 minutes 33 seconds
Visible evidence for the unavailable-position interval: circuit exit at 11:17, grass at 11:24, and rejoin at 11:33. No off-track route is drawn.
Calibration and validation frames
Out-of-sample check

16 unused frames · 100% semantic agreement

These reviewed left, right, and straight frames were not used as registration anchors, tiepoints, or wheel labels. All 16 agree with the frozen geometry-derived cornering channel. The separate wheel calibration contains 20 clear windows and two explicitly suppressed helmet occlusions.

2:58 · RightReviewed after the geometry zones were frozen
3:13 · LeftReviewed after the geometry zones were frozen
3:22 · StraightReviewed after the geometry zones were frozen
4:21 · StraightReviewed after the geometry zones were frozen
4:43 · StraightReviewed after the geometry zones were frozen
5:36 · RightReviewed after the geometry zones were frozen
5:50 · LeftReviewed after the geometry zones were frozen
6:01 · StraightReviewed after the geometry zones were frozen
6:44 · StraightReviewed after the geometry zones were frozen
10:05 · RightReviewed after the geometry zones were frozen
10:18 · LeftReviewed after the geometry zones were frozen
11:48 · StraightReviewed after the geometry zones were frozen
12:36 · RightReviewed after the geometry zones were frozen
12:50 · LeftReviewed after the geometry zones were frozen
13:01 · StraightReviewed after the geometry zones were frozen
13:39 · StraightReviewed after the geometry zones were frozen
Method, limits, and reproducibility

Five passes beneath the same overhead bridge define the out lap, three complete laps, and one partial lap. The drawn centerline follows the sourced FIA diagram and its 17 numbered bends. Repeated visible scenes align each pass to the fully reviewed fastest-lap sequence; intervening bends and straights are time-warped only between adjacent scene matches. The displayed fraction is schematic SVG arclength, not physical distance, GPS, or a surveyed racing line.

No location is drawn from 11:17 through 11:33 while the car is visibly off circuit. The final partial lap becomes unavailable after its last matched Turn 13 exit frame at 13:56. Position never advances from a guessed lap duration.

The other traces are descriptors from the 1280x720 59.94fps public YouTube rendition: stabilized 0.1-second residual optical flow for visual pace, geometry-derived left/right/straight cornering, and whole-recording spectral centroid for audio tone. The audio is not engine-isolated. Twenty direct wheel observations are retained only as a separate calibration record and are not interpolated. None are speed, steering angle, RPM, throttle, or brake channels.

Press play.
Stay curious.

Fifteen public videos, from research presentations to three Formula LGB runs filmed in May 2023 and uploaded in September 2026. Upload dates describe publication, not proof of attendance or delivery.

Preview images are served by this site. Videos connect to YouTube only when you choose “Load video”. Titles and summaries follow the public metadata; these are not full transcript reviews.

15 of 15 videos

Motorsport · 14:00

run 1 madras international circuit

First onboard run from Udi’s Formula LGB 1300 driving with Momentum Motorsports at Madras International Circuit in May 2023.

Uploaded September 30, 2026
Driven: May 2023

Motorsport · 13:29

run 2 madras international circuit

Second run from the same May 2023 Formula LGB 1300 driving session at Madras International Circuit.

Uploaded September 30, 2026
Driven: May 2023

Motorsport · 8:03

run 3 madras international circuit

Third run from the same May 2023 Formula LGB 1300 driving session at Madras International Circuit.

Uploaded September 30, 2026
Driven: May 2023

Research · 9:14

Dosimetric Comparison of 6X/10X flattening filter free beams at the Juravinski Cancer Centre

The final thesis presentation comparing 6X and 10X flattening-filter-free beams at Juravinski Cancer Centre.

Uploaded April 17, 2025
Event: April 16, 2025

Research · 12:43

Optimizing dose delivery during fractionated radiotherapy

A recorded presentation on optimizing dose delivery during fractionated radiotherapy, associated with CUPC 2023.

Uploaded October 29, 2023
Event: October 28, 2023

Research · 14:46

Using Deep Learning models to auto-contour abdominal organs in CT scans

A talk on deep-learning contouring of abdominal organs, associated with the 2023 Physics Undergraduate Conference.

Uploaded March 24, 2023

Research · 12:24

Abdominal organs auto-segmentation to reduce patient-wait times in radiation oncology treatments

A CUPC 2022 presentation about automated abdominal-organ segmentation in radiation oncology.

Uploaded October 30, 2022
Event: October 29, 2022

Research · 4:18

CUMPC 2022 Presentation

A short Canadian Undergraduate Medical Physics Conference presentation on deep-learning abdominal multi-organ segmentation.

Uploaded August 24, 2022
Event: August 25, 2022

Research · 11:12

An Augmented Reality setup to improve accuracy in the 5/6 nephrectomy surgical model

A Canadian Association of Physicists presentation on an augmented-reality setup for a kidney-research surgical model.

Uploaded June 15, 2022
Event: June 7, 2022

Research · 10:13

Quantitative analysis of Gel electrophoresis images using cloud based, machine learning analysis

A CAP undergraduate presentation on cloud-based machine-learning analysis of gel-electrophoresis images.

Uploaded June 8, 2022
Event: June 9, 2021

In my own words

Notes from
the workbench.

Around the
community.

Institutional and conference listings offer another view of the work. Undergraduate-era roles are part of the earlier story.

McMaster Science Careers & Experience Centre

2024 Winners

Official winner listing for the employer award received by Carlos Cardenas following Udi’s nomination.

Selected public sources checked October 6, 2026. This is a curated collection, not an exhaustive record of online mentions. Earlier media archive · YouTube channel