Jaykumar Gandharva

I’m an AI/ML Researcher and Data Scientist with an M.Tech in Computer Engineering (CGPA 9.15). I bring hands-on experience in machine learning, deep learning, and NLP, with a strong focus on real-world evaluation and measurable outcomes.

I’ve contributed two peer-reviewed publications at Springer ICTIS 2026—covering LLM evaluation and multimodal sensor data fusion. I also hold AWS Cloud Practitioner Essentials and work to strengthen my cloud foundation with Google Cloud (learning).

In my current role as a Lecturer — AI, ML & Computer Science (2024 – Present) at Silveroak University, I teach AI, Machine Learning, Computer Networks, and Web Development. I mentor final-year students on IoT security, NLP, and Android development projects, and I’ve led institution-wide NAAC accreditation by authoring technical documentation and security compliance records.

My work and projects focus on building robust pipelines and security-aware ML methods—like a multimodal emotion-aware ML pipeline from passive smartphone sensor streams, and an LLM security evaluation & benchmarking framework for zero-shot, few-shot, and chain-of-thought strategy assessment. I’m seeking AI/ML engineering, cloud, or security roles with growth toward global opportunities.