Rishi Karthigayan S
@rishikarthigayans
Recent M.Tech AI graduate skilled in Python, SQL, AI/ML & data analysis, with hands-on projects in BCI, GenAI and data pipelines.
IndiaWhat I'm looking for
I've built a 5-class motor imagery BCI system at HutLabs using Riemannian geometry and SVM, achieving 92.83% mean cross-validated accuracy across 3,750 EEG trials. I also engineered its EEG preprocessing and hardware-control architecture, reaching 0.117 ms inference latency and 98.23% real-time simulation accuracy.
My work spans deepfake detection, fraud detection, stock-streaming analytics, and GenAI resume intelligence. I build with Python, PyTorch, Spark, Kafka, Flask, RAG, and computer vision, and have published research on video anomaly detection using Liquid Neural Networks.
Experience
Work history, roles, and key accomplishments
Research Intern
HutLabs
Jul 2025 - Feb 2026 (7 months)
Built an end-to-end 5-class Motor Imagery BCI system using Riemannian geometry and SVM, achieving 92.83% mean cross-validated accuracy. Engineered a full EEG preprocessing pipeline and designed a 4-layer modular software architecture.
Education
Degrees, certifications, and relevant coursework
Amrita Vishwa Vidyapeetham
Master of Technology, Artificial Intelligence
2024 -
Grade: 8.11 CGPA
Pursuing M.Tech in Artificial Intelligence with a CGPA of 8.11, expected to graduate in June 2026.
Amrita Vishwa Vidyapeetham
Bachelor of Technology, Artificial Intelligence
2020 - 2024
Grade: 8.21 CGPA
Completed B.Tech in Artificial Intelligence with a CGPA of 8.21.
St. Joseph's Academy
Indian School Certificate, General Studies
2020 - 2020
Grade: 90.5%
Completed Class 12th under the Indian School Certificate (ISC) with 90.5%.
St. Joseph's Academy
Indian Certificate of Secondary Education, General Studies
2018 - 2018
Grade: 88.2%
Completed Class 10th under the Indian Certificate of Secondary Education (ICSE) with 88.2%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Portfolio
rishikarthigayan.github.io/PortfolioSocial media
Job categories
Skills
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