Sahith Raj
@sahithraj
M.Tech Data Science researcher focused on scalable LLMs, agentic AI, and rigorous algorithm evaluation.
What I'm looking for
I’m an M.Tech Data Science student with research interests in large language models, agentic AI systems, and scalable machine learning. I enjoy turning advanced ideas into modular, testable pipelines—whether that’s designing evaluation frameworks, running ablation studies, or iterating on empirical results to improve algorithms on large-scale datasets.
My work spans transformer research and applied AI: I’ve implemented Rotary Position Embeddings (RoPE) from first principles in PyTorch and studied long-context attention behavior. I also authored a hybrid transfer learning framework for raga recognition and harmonic generation (NadaAI), where a dual-branch audio architecture improved classification accuracy to 74.8% and enabled an end-to-end audio-to-MIDI pipeline.
Experience
Work history, roles, and key accomplishments
Web Application Intern
Udupi Web Solutions
Feb 2025 - May 2025 (3 months)
Translated complex business requirements into structured backend modules using system design principles to improve maintainability and scalability. Engineered data validation and consistency workflows to reduce data integrity errors and improved system throughput through performance profiling, debugging, and targeted optimizations.
Software Development Intern
Chipsy (CITS Pvt. Ltd.)
Oct 2023 - Nov 2023 (1 month)
Built modular software components with clean interfaces to enable reliable integration and independent testability. Performed systematic debugging and stability testing using structured problem-solving to identify and resolve root causes.
Education
Degrees, certifications, and relevant coursework
Manipal Institute of Technology
Master of Technology (M.Tech), Data Science
2025 - 2027
M.Tech in Data Science with coursework in applied NLP, machine learning, deep learning, statistical methods, and scalable system design. Focus areas include transformer architectures, RoPE, sequence modeling, BPE tokenization, and neural network optimization.
Mangalore Institute of Technology and Engineering
Bachelor of Engineering (B.E.), Computer Science
2021 - 2025
B.E. in Computer Science with a foundation in algorithms, data structures, system design, and software engineering.
Availability
Location
Authorized to work in
Job categories
Skills
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