
Abinashkumar C
OCR EXTRACTION
Habilidades

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Experiência profissional
Data Scientist
ABI • Período integral
Sep 2024 - Present • 1 yr 8 mos
🔹 Intelligent Medical Scrutiny & Claims Platform Built an AI-powered OCR and document classification system to process 100+ medical documents daily with ~80% accuracy. The solution reduced manual review effort by 60% and improved claim decision turnaround time by 40%, enabling faster and more efficient healthcare claim processing. 🔹 Computer Vision Pickleball Auto-Scoring System Developing a computer vision-based auto-scoring system using live video feeds to track player movements, detect court boundaries, and monitor ball positions in real time. The model achieves ~85% accuracy and aims to reduce manual scoring errors by up to 90% while enhancing gameplay analytics. 🔹 AI-Powered Document Classification API Created a Flask-based OCR API using Tesseract and pdf2image for automated document classification across 10+ document types. Achieved ~76% accuracy and improved performance using parallel processing, ensuring scalable and efficient document handling. 🔹 AI CAPTCHA Solver Developed an AI-powered OCR system using Gemini to extract text from noisy CAPTCHA images with 90%+ accuracy. Reduced RPA failures by 70% and improved automation speed by 3x using optimized image preprocessing and API integration. 🔹 AI-Based SQL Query Agent Built an AI agent using LLaMA that converts natural language queries into SQL with ~95% accuracy. This system automated data retrieval from PostgreSQL databases, reducing report generation time and improving accessibility for non-technical users.