Vinay Lohan
@vinaylohan
Applied Scientist Intern at Amazon
Kurukshetra, Haryana
Vinay Kumar Lohan is a recent graduate with a B.Tech in Information Technology from National Institute of Technology, Surathkal. He has professional experience as an Applied Scientist Intern at Amazon, where he enhanced chatbot performance using LLMs and RAG setups. His background includes deep learning model training at Samsung R&D and developing applications at Microsoft. He possesses strong technical skills in Python, C++, and various machine learning frameworks.
Experience
Applied Scientist Intern
Amazon
Enhanced seller chatbot performance by 7% through LLMs and RAG setup. Achieved a 12% optimization in retrieval augmented generation experiments. Conducted extensive research on self-RAGs, investigating over 8 embedding techniques to bolster system capabilities. Utilized LLMs and BERT models to verify if all questions were created from a dataset, achieving 92% accuracy.
SDE Intern
Samsung R&D Bangalore
Enhanced panoptic segmentation stability by 4% in video frames using deep learning models. Trained deep learning models on the CITYSCAPES-VPS dataset, comprising 500 videos. Collaborated cross-functionally to elevate product quality and enhance user experience.
Engage Intern
Microsoft
Developed a browser-based application demonstrating face recognition technology. Created a Windows-based product using advanced programming skills.
Education
National Institute of Technology, Surathkal
Bachelor of Technology
Information Technology
Minors: Mathematical and Computational Sciences
CBSE
Class XII
CBSE
Class X