Prashant Gaurav
AI Full-Stack Developer | 0 to Production • RAG • AI Agents
- Role
- Ai Software Developer at Technology at Arizona State University
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Prashant Gaurav
Software Engineer and AI/ML Developer with experience in AI agents, RAG workflows, and…
Experience
Ai Software Developer
Technology at Arizona State University
Aug 2024 — Present · Tempe, AZ, US
Developed a serverless data indexing service using AWS Lambda, DynamoDB, OpenSearch, and SQS, achieving a 30%reduction in query response time for Retrieval-Augmented Generation (RAG) in large language models (LLM).– Fine-tuned a pre-trained LLaMA model on the SQuAD dataset using Hugging Face, PyTorch, and LoRA/PEFT,enhancing RAG output accuracy for open-domain QA systems.– Evaluated performance using Semantic BERT cosine similarity, F1, EM, and BERTScore metrics, achieving 28%relevance improvement and 35% latency reduction via FAISS-based vector search optimization.
Education
Netaji Subhas Institute of Technology
Bachelor of Engineering, Computer Engineering
Arizona State University
Master of Science - MS, Computer Science
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