Gershon Roy

About Gershon Roy

I am a Junior AI Developer focused on building practical, real-world AI solutions by integrating software development with artificial intelligence.I specialize in backend development using Python, FastAPI, and Django, where I design scalable REST APIs, integrate external services, and build structured AI workflows. I work with Large Language Models (LLMs) for prompt engineering, task-oriented output optimization, and Retrieval-Augmented Generation (RAG) systems using vector databases for context-aware responses.My work combines backend engineering, AI integration, and database design to create efficient, reliable, and production-ready systems. Core Expertise- AI & LLM Engineering- Prompt crafting and optimization for reliable LLM outputs- Retrieval-Augmented Generation (RAG) using vector databases- LLM integration for real-world application use cases- NLP fundamentals- Practical exposure to AI / ML / DL models- Backend & Data- Backend development with Python, FastAPI, and Django- ETL workflows and structured data processing- REST API design and third-party API integrations- Database Management- MySQL for relational data management- Vector databases for semantic search and retrieval pipelines- Frontend (Supporting)- HTML, CSS, and React.js for UI integration- Cloud & Tools- AWS services (S3, CloudFront)- Version control with Git & GitHubI am passionate about structured problem-solving, performance optimization, and building scalable AI-driven systems that deliver measurable impact.

Experience

1. Junior Ai Developer

   Vite Tech It Solutions Private Limited

   Apr 2025 — Present

   As a Junior AI Developer, I contribute to backend development and AI driven solutions for client projects and internal products.I work on designing and developing scalable backend modules using Python (Django & FastAPI), integrating AI capabilities, and building RESTful APIs. My role involves working with databases such as MySQL and PostgreSQL, handling data processing, and integrating third party APIs to enhance system functionality.Key Contributions:* Designed and implemented backend modules for AI enabled applications* Integrated AI services into client facing products* Developed and optimized REST APIs for improved performance* Reduced API response time through backend optimization* Identified and fixed critical API issues in production environments* Conducted manual testing and validation of AI generated code to ensure accuracy, reliability, and production readiness* Contributed to internal product development and feature enhancements* Supported frontend integration using React.js, HTML, and CSS* Assisted in AWS based deployment and version control using GitWorking in a small team under senior guidance, I actively participate in solution design, performance improvements, debugging complex system-level issues, and ensuring quality control before deployment.

Education

• KLN College of Engineering, Madurai, India

  B.Tech , Information Technology

• St. Marys. Metric. Hr. Sec. School

  SSLC, General Studies

• St.Marys. Metric. Hr. Sec. School

  Higher secondary Second year , Bio - maths