Abhinay Cherupally

About Abhinay Cherupally

A recent B.Tech in AI & ML graduate and published researcher, I am passionate about engineering intelligent, full-stack systems that bridge the gap between theoretical AI and real-world application. My work focuses on building resource-efficient, scalable, and open-source solutions from concept to deployment.My core competencies include: Generative AI & Full-Stack Development: Architecting and deploying end-to-end LLM applications using Python, PyTorch, FastAPI, and LangChain. I have hands-on experience with vector databases and deploying models on cloud platforms. Computer Vision & AI Research: Author of a published research paper on real-time retail theft detection using YOLOv8 and DeepSORT. Proficient in object detection, tracking, and image processing with OpenCV. Cloud & MLOps: Deploying containerized applications using Docker on platforms like AWS (Fargate, Lambda) and Render. Experienced in building CI/CD pipelines and managing cloud infrastructure for AI systems. AI-Powered Automation: Designing and implementing automated workflows using tools like n8n and cron jobs to streamline tasks, from data fetching to personalized communication via APIs.My journey in AI has been driven by a desire to transform research into tangible products. This philosophy guided me in developing projects ranging from my published CV research to building a full-stack AI hiring assistant that intelligently parses and matches resumes to job descriptions. I thrive on tackling complex problems and am constantly exploring the frontiers of what\'s possible with AI.I am actively seeking to join a leading Master\'s in Data Science or AI program in the U.S.(Fall 2026 intake) where I can contribute to cutting-edge research in applied machine learning. I am always open to discussing LLM development, open-source innovation, or potential research collaborations.

Experience

1. Content Writer

   Quora

   Feb 2021 — Present · IN

Education

• Sreenidhi Institute of Science and Technology

  Bachelor of Technology - BTech

  2021 — 2025