Neural Vision OCR & Document Parser
2026An automated deep learning pipeline for processing unstructured document scans and extracting key tabular data with high precision using vision transformer models.
Aspiring AI Engineer
Building practical technology with purpose.
I'm Sharath Kumar, a final-year BCA student interested in AI engineering, software development, and building useful digital products.
About Me
I am a final-year Bachelor of Computer Applications (BCA) student with a strong focus on AI engineering and software development. My primary interest lies in building practical machine learning pipelines and dependable backend services that convert complex data into actionable software. I enjoy taking ideas from initial mathematical concepts to working, production-ready applications.
Skills
Python · C · AI/ML · PyTorch · LLMs · RAG · MCP · NumPy · Pandas · Matplotlib · SQL · DSA · REST APIs
Languages & Foundations
Python, C, SQL
AI & Data Engineering
PyTorch, LLMs, RAG, MCP, NumPy, Pandas, Matplotlib
Development & Tools
REST APIs, Git & GitHub, Linux CLI
Featured Projects
Selected work focused on machine learning and software systemsPredictive Analytics & Sales Forecasting Engine
2026A high-throughput machine learning forecasting model designed to predict demand spikes and inventory variance across multi-category dataset streams.
Intelligent Technical Knowledge RAG Assistant
2026A Retrieval-Augmented Generation (RAG) system utilizing vector embeddings to query complex technical documentation and return concise, grounded answers.
Model Context Protocol (MCP) Server & Data Pipeline
2026An asynchronous backend microservice implementing MCP to connect LLM agents directly with SQL databases, APIs, and analytical tools via standardized tool calling.
Let's connect.
I'm open to internships, collaborations, and opportunities in AI and software engineering.