Pratyush Jha

1+ year of work experience

Feb 20251 yr 1 moFeb 2026

Coimbatore, Tamil Nadu, India

1. Designed and deployed a Retrieval-Augmented Generation(RAG) chatbot using Python and Streamlit, improving internal document search efficiency by 40-60% and reducing average query resolution time by 30-50%. 2. Integrated Microsoft Azure for secure, scalable document storage and processing, enabling the handling of documents with improved response latency. 3. Optimized retrieval pipelines and embeddings, achieving high answer relevance and reducing redundant manual searches across teams. 4. Built an end-to-end AI driven mutation testing system using LangGraph to orchestrate multi-agent workflows for mutant generation, analysis and validation across diverse testing frameworks. 5. Automated the full mutant lifecycle, reducing manual intervention by 50-70% and accelerating the testing cycles. 6. Implemented hallucination detection mechanisms and human-in-the-loop validation, improving output reliability and reducing false-positives by 25-40%. 7. Standardized mutation testing pipelines across teams, increasing cross-team efficiency by 35-50% and enabling seamless scalability.

Oct 20219 mosJun 2022

Bengaluru, Karnataka, India

1. Developed and trained Machine Learning models for image classification tasks using Python, and improving model accuracy by 15% through optimized training pipelines and data preprocessing techniques. 2. Designed and implemented CNN based architectures to effectively distinguish between depth maps and albedo maps, enhancing feature extraction and classification performance. 3. Applied structured problem-solving, algorithmic thinking and data preprocessing techniques. 4. Collaborated with mentors in technical design discussions and code reviews, incorporating feedbacks to improve model robustness and maintainability.