Bavesh Balaji
My Portfolio
I ultimately envision to develop models that go one step beyond effectively approximating complex, non-linear processes and truly comprehend tasks focusing on player identification and performance evaluation for sports. Hence, as a researcher at the Vision & Image Processing Lab, I strive to bridge the gap between theoretical advances of ML and its practical applications in sports analytics by developing robust solutions for trustworthy player identification and disinterested player evaluation via 2D pose estimation. I work under the supervision of Dr. David A Clausi, Dr. Sirisha Rambhatla and work closely with Prof. John Zelek and Prof. Alexander Wong.
Core Interests:
- Sports Analytics
- Computer Vision
- Cognitive Modelling
- Algorithms
Education
University of Waterloo - Ontario, Canada
Masters of Applied Science
System Design Engineering, Vision Image Processing Lab (VIPLab)
Research: 2D Player Pose Estimation and Identification for Monocular Ice‑Hockey Videos.
Supervisor: Dr. David A Clausi, Dr. Sirisha Rambhatla.
Courses: Graphical Deep Learning, Advanced Image Processing, Systems Design Theory.
Supervisor: Dr. David A Clausi, Dr. Sirisha Rambhatla.
Courses: Graphical Deep Learning, Advanced Image Processing, Systems Design Theory.
September 2022 - Present
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Indian Institute of Information Technology - Kancheepuram, India
Bachelor of Technology
Computer Science Engineering
Research: Multimodal Emotion Recognition from Videos and EEG Data.
Supervisor: Dr. Masilamani V.
Courses: Advanced Data Structures and Algorithms, Discrete Mathematics, Digital Analysis of Algorithms, Linear Algebra, Pattern Recognition, Operating Systems, Probability Theory, Computer Architecture, Embedded Systems.
Supervisor: Dr. Masilamani V.
Courses: Advanced Data Structures and Algorithms, Discrete Mathematics, Digital Analysis of Algorithms, Linear Algebra, Pattern Recognition, Operating Systems, Probability Theory, Computer Architecture, Embedded Systems.
July 2018 - May 2022
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Skillset
Tools and Libraries
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![pytorch]()
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Programming Languages
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![C]()
![html]()
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Programming Languages
![python]()
![c++]()
![C]()
![html]()
![css]()
![js]()
Projects
Writer‑Independent Offline Signature Verification
Bavesh Balaji
Quantrium Tech.
- Code- Available on Request
Attendance Management System
Sreedhar Arumugam, Pratyush V M, Bavesh Balaji, B Vignesh, D Balajee, Viknesh Rajaramon
Indian Institute of Information Technology
Experience
Nov 2021 – May 2022
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May 2021 – Jul 2022
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Jul 2022 - Aug 2022
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Notable Achievements
- Graduate Research Fellowship, University of Waterloo, Ontario, Canada.
- ACM‑International Collegiate Programming Competition, Represented my college and ranked 222nd in Gwalior‑Pune and 342nd in Amritapuri regionals.
- Google Kickstart , Secured a global rank of 742.
- Google CodeJam, Secured rank 2027 in 2nd round
- Codeforces, Max rating of 1644 as Expert (top 4% in Indi.
- Atcoder, 5‑star rated (top 0.9% in the world).
Contact me
My inbox is always open; glad to connect, discuss and collaborate. Could relate to work, volunteering or a casual talk!
Feel free to shoot me an email ; will get back ASAP!
Feel free to shoot me an email ; will get back ASAP!