Ravi N- Senior GenAI Engineer

Major Projects

Improving Retail Displays with AI-Powered Shelf Intelligence

Developed a mobile app that analyzes shelf images to detect SKUs and their positions. It runs four key modules, Assortment, Planogram, Price, and Promotion, to identify products, map selected SKUs, extract and associate price tags using OCR, and categorize promotions into predefined buckets. The results are consolidated into a single JSON file and displayed on the front end.

India

Frontend & UI:

.NET

Backend & Services:

Flask
Python

AI/CV:

OCR
Paddle

Cloud & DevOps:

AWS S3
EC2
Git (Versioning)

EDP Match- Intelligent Resume-to-Job Matching Platform

Designed to bridge the gap between job seekers and job providers. On this platform, job providers can post detailed job descriptions, while job seekers upload their resumes to their profiles. The system utilizes Optical Character Recognition (OCR) to process and extract text from resumes. Following this, a sophisticated matching algorithm is employed to compare the content of resumes with job descriptions, aiming to identify the best matches and improve job placement efficiency.

Kenia

Frontend & UI:

.NET

Backend & Services:

FastAPI
Python

AI/NLP:

LangChain
OpenAI GPT
Prompt Engineering

Cloud & Tools:

AWS
MongoDB

Excedred Solutions- Conversational AI for Legal & Enterprise Document Intelligence

Developed a conversational AI system for legal and enterprise document understanding that can process uploaded PDFs and images. The system intelligently interprets documents and automates tasks such as summarization, named entity recognition (NER), and clause extraction, with secure masking of sensitive information. Additionally, it can dynamically generate accurate responses to over 100 complex checklist-based questions, including logical reasoning, decision-making, and mathematical queries.

USA