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Vishnu S
@vps1729
Lead Machine Learning Engineer
Índia
Inglês
Sobre mim
I am a machine learning engineer specializing in agentic AI and LLM-driven applications. I have extensive experience developing GenAI prototypes and edge-AI infrastructures, with expertise in fine-tuning large language models and building real-time inference pipelines using PyTorch and TensorFlow. I focus on designing privacy-first on-device solutions and scalable AI systems.
Habilidades
Vishnu S
offline •
Conheça meus serviços
Modelos Generativos
I will develop custom ai agents chatbots and rag applications
Experiência profissional
University of California, Riverside
Meio período • 3 yrs 1 mo
Graduate Quantitative Consultant
Jan 2025 - Present • 1 yr 6 mos
Guided 500+ graduate and doctoral researchers in Python-based quantitative modeling and ML workflows. Debugged complex research codebases and implemented scalable data pipelines. Contributed to the approval of competitive academic research grants and mentored PhD students leading to publications at top-tier conferences such as CVPR, ICCV, and ICML.
Graduate Researcher
Dec 2024 - Present • 1 yr 7 mos
Developed an event-guided hyperspectral reconstruction method using asynchronous motion priors to improve sharpness in dynamic scenes. Designed a thermal-conditioned RGB de-glare framework leveraging structural priors to enhance reconstruction fidelity. Proposed event-assisted motion compensation for OCT to reduce volumetric artifacts and improve imaging stability.
