Founder & CTO at KynTrack
- Co-founded KynTrack, a high-performance sports technology platform that helps teams optimize athlete readiness, manage training load, and mitigate injury risk through data-driven insights.
Kiarash Mirkamandari
Computing & AI, Queen's University
Fifth-year student at Queen's University. I work on research and build things at the intersection of machine learning, systems, and real-world problems. Always looking for the next challenge.
Awards
Tools & Technologies
About Me
I'm a fifth-year student at Queen's University studying computing with a focus in artificial intelligence. I work on research, build systems, and enjoy diving deep into hard problems.
I'm always looking for interesting people to work with and challenging problems to tackle.
Education
Queen's University
2022 — PresentBCmpH, Computing with Focus in Artificial Intelligence
Involvement at Queen's
Experience
Publications
A domain-specific RAG platform for common bean research. Integrates scientific literature, agronomic trial data, climate projections, and genomic validation to generate accurate, citation-backed responses for researchers and plant breeders.
Proposes using K-Center Greedy Coresets to select a representative subset of training data for LLM fine-tuning, achieving comparable performance on abstractive summarization with significantly less compute.
Using signal processing and advanced ML techniques to accurately detect blinks through brain signals, allowing users to play games hands-free via brain signal processing.
Projects
A domain-specific RAG system for Phaseolus vulgaris research. Integrates 750k+ papers, agronomic data, and genomic validation into a citation-backed assistant.
Signal processing and ML for hands-free gaming via blink detection. Our SVM hit 94.4% accuracy in 5 weeks. Showcased at CUCAI 2023.
A web browser requiring no mouse or keyboard. Navigate by voice via GPT-3.5 and Whisper, and simulate mouse movement using computer vision.
An NLP API leveraging BART and Sentence-BERT to automatically generate flashcards and precise answers from any text.
Awards
Recognizing academic excellence for students pursuing Mathematics, Statistics, or Mathematics and Engineering.
Built a virtual autonomous racer that competed against 75 racers across 26 teams.
International ML research competition. Represented Queen's in a team of 4, placing 2nd among 20+ top global universities.
Awarded for an admission average of 90 to 94.9%.
Top 25% in the University of Waterloo's annual Fermat Mathematics Contest.
Awarded twice for exceptional musicianship and accelerated improvement.
Contact
I'm always open to new challenges, collaborations, and opportunities. Whether you have a question or just want to say hi, feel free to reach out.