About Kedhar (Kedhareswer)
Marlakunta Kedhareswer Naidu, known as Kedhar, is an AI Engineer and Full-Stack Developer from Madanapalli, Andhra Pradesh, India. He specializes in building intelligent systems using Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), computer vision, and natural language processing.
Kedhar currently works as a Software Developer at DiligenceVault, where he builds agent orchestration workflows that process 5,000+ financial document chunks with 82% semantic retrieval precision, reducing manual review effort by 60%.
He holds a B.Tech in Computer Science (Data Science specialization) from Lovely Professional University, India. His expertise spans Python, TensorFlow, PyTorch, React, TypeScript, FastAPI, and cloud platforms including AWS and Azure.
Featured Projects
ThesisFlow AI
An AI-powered academic research platform featuring literature exploration, intelligent summarization, real-time collaboration via WebSocket, and project planning with Gantt charts. Built with React, Node.js, and multiple AI providers.
QuantumPDF ChatApp
A RAG-powered PDF chat application achieving 82% semantic search precision. Features adaptive chunking (200-1000 tokens), processes 5,000+ document chunks with under 9.5 second response latency, and supports 20+ AI providers.
Data Notebook
An interactive data analysis workspace with code execution, rich visualization using Recharts, and support for multiple data formats. Achieves 95+ Lighthouse performance score.
Skills and Expertise
AI and Machine Learning: LLMs, RAG Systems, Prompt Engineering, Model Fine-tuning, Computer Vision, NLP, Deep Learning. Languages: Python, TypeScript, JavaScript, SQL, R. Frameworks: React, Next.js, FastAPI, Node.js, TensorFlow, PyTorch. Databases: Vector DBs, Pinecone, MySQL, Neon. Cloud: AWS, Azure, Vercel.
Experience
Software Developer at DiligenceVault (January 2026 - Present): Building agent orchestration workflows, processing financial documents with AI. Research Intern at upGrad (January - April 2025): Hybrid malware detection combining Yara rules with ML. AI Evaluator at Outlier.AI (November 2024 - January 2025): Training and evaluating generative AI models.
Contact
Email: kedhareswer.12110626@gmail.com. LinkedIn: linkedin.com/in/kedhareswernaidu. GitHub: github.com/Kedhareswer. Kaggle: kaggle.com/kedhareswernaidu.