Srikrishna Iyer

I am actively looking for potential PhD Supervisors. My CV is linked here.
Hi there! I am a senior AI researcher at the Artifical Intelligence Data Analytics and Strategic Technolgy Center (AI.DA STC) at ST Engineering, Singapore
Research
My research focuses on:
- Hardware-Efficient AI/ML for Edge Computing: Neural architecture search (NAS), Knowledge distillation, quantization, Sparse neural networks and neuromorphic spike neural networks towards hardware-aware energy efficient computing
- Multi-Agent Large Language Models: Ongoing research on building multi-agent VLM frameworks for vision models
- Information Retrieval: RAG, Representation learning
Previously
I have worked as a R&D Engineer in the wirebonding division at ASM Pacific Technology, Singapore on time-series representation learning and domain adaptation problems towards AI of Things (AIoT).
Education
I graduated with a Masters degree in Computer control and automation from Nanyang Technological University, Singapore where I was advised by Dr. Muhammad Faeyz Karim on health monitoring and diagnosis systems using mmWave radars and deep learning. I received my bachelor’s degree in Electronics and communications from Vellore Institute of Technology, Vellore where I researched on evolutionary algorithmic optimization and remote sensing technologies for structural health monitoring.
Contact : srikrishnaiyer@gmail.com
news
Nov 2, 2024 | I will be attending EMNLP 2024! My BabyLM shared task paper on Diversity-induced weighted mutual learning (DWML) for Knowledge distillation github is accepted for poster presentation to CoNLL, EMNLP 2024! |
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Oct 29, 2024 | Will be showcasing our prototype, AGIL AI Assistant, a multi-agent conversational LLM at Singapore week of innovation and technology, Singapore SWITCH. |
Oct 1, 2022 | Invited speaker at IMDA, Singapore on Agentic Apps: Lessons learnt from creating Agentic applications. [details][presentation] |