Yogen Pradhan
Hyderabad
pradhanyogen63@gmail.com
About Currently serving as an Associate Data Scientist at Soulax, contributing to the development of end-to-end AI and Generative AI solutions. Work focuses on creating production-grade systems, including Text-to-SQL workflows, model orchestration, and integrating LLMs with cloud-based tools such as AWS Bedrock, LangChain, and Microsoft Azure.
Associate Data Scientist
Soulax Software Pvt Ltd
- Designed and deployed a multi-agent, agentic AI pipeline combining computer vision models and multimodal
- LLMs to autonomously execute an automated trailer inspection workflow, improving defect detection accuracy
- by 83% and cutting inspection time by 60%.
- Built a Knowledge Graph-based RAG system (Neo4j) enabling agents to reason over complex entity
- relationships, delivering significantly higher answer accuracy than traditional vector-only RAG.
- Architected a proprietary agentic framework for Text-to-SQL and source-to-target data mapping,
- fine-tuning and evaluating embedding models for semantic retrieval across AWS Bedrock and Azure AI services.
- Developed custom tool-integration and function-calling protocols so agents could autonomously invoke
- external APIs and internal services, and deployed the complete backend (FastAPI, Docker) across a multi-cloud
- (AWS & Azure) agentic AI platform.
- Built a fully agentic CLI harness (inspired by Claude Code) in Python — agents autonomously discover,
- register, and orchestrate custom skills and plugins to collaboratively complete complex, multi-step tasks
- end-to-end.
Image-in-Image Watermarking Using Stable Diffusion
Engineered a novel grayscale watermarking method for Stable Diffusion-generated images, achieving an SSIM score of 0.92 ensuring high watermark fidelity. Achieved >90% watermark extraction accuracy under diverse geometric and photometric transformations. Extended diffusion model latent space to support seamless dual-image embedding and blind extraction.
B.Sc Hons
Sri Sathya Sai Institute of Higher Learning · 7.8
M.Sc in Mathematics(Specialization in Computer Science)
Sri Sathya Sai Institute of Higher Learning · 8.2
M.Tech in Computer Science
Sri Sathya Sai Institute of Higher Learning · 8.2
AWS
Sept 2025
Attendee · Oct 24, 2026