Harshith Srigadde

Background

About Harshith Srigadde

Trying to push the boundaries of what's possible with Generative AI. Generative AI Engineer with 2 years of experience building enterprise-grade AI systems and scalable backend services. Recognized with an A* performance rating in 2024 for consistently delivering high-impact projects under tight deadlines. At Jio Platforms, I've worked on multiple AI initiatives that drive measurable business value, including- Developed a RAG-based document query chatbot leveraging Retrieval Augmented Generation architecture with LangChain and Llama while integrating reranker models to improve answer accuracy by 45%- Built a natural language SQL query system using a BERT classifier for table selection, reducing token usage by 70% and LLM-driven SQL generation, enabling accurate data retrieval from structured databases- Engineered a web search enabled real-time information retrieval system achieving 85% relevance accuracy in A/B testing - Built a multilingual translation pipeline supporting 20+ Indian languages across multiple modalities - Implemented high-performance image generation capabilities with sub-6-second latency My technical expertise includes Python, LangChain, LlamaIndex, LangGraph, AI Agents, Agentic AI, FastAPI, vector databases (FAISS, Chroma DB, Elastic Search), prompt engineering and finetuning. I bring a strong analytical foundation from my Electronics & Communication Engineering degree at IIT Roorkee, combined with a continuous learning mindset that keeps me at the forefront of AI advancements.