PRABADHARSHAN S

AI Researcher

Bengaluru, Karnataka, India2 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building production-grade Generative AI systems.
  • Reduced AI pipeline latency from 16s to 3-5s.
  • Developed AI solutions handling over 20k calls monthly.
Stackforce AI infers this person is a SaaS-focused AI Engineer specializing in scalable solutions for enterprise applications.

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Skills

Core Skills

Ai EngineeringGenerative AiFull Stack Development

Other Skills

Model Context Protocol (MCP)RedisGitCloud ComputingAgentic AI DevelopmentMulti-agent SystemsAI AgentsLanggraphOpenAI AgentsMachine LearningOpenAIObservabilityFastAPIChatbotsVector Databases

About

๐ŸŒŸ About Me ๐ŸŒŸ I'm an AI Engineer, Building Scalable AI agents for Enterprise with a strong foundation in front-end & back-end development, cloud computing, and DevOps โ€” now specializing in building production-grade Generative AI systems. At Foodhub, I design and deploy low-latency AI pipelines, scalable AI agents, intelligent chatbots, and tool execution frameworks. My focus is delivering solutions that are accurate, reliable, fast, and user-first. ๐Ÿš€ Recent Projects at Foodhub Production Agentic RAG Chatbot Architected a hybrid retrieval pipeline (FastAPI, Qdrant, Redis, BM25, cross-encoder reranking, OpenAI APIs) Built Agents (ReAct, planning, multi-agent), tools/toolformer style calls, function calling, LangGraph frameworks โšก Reduced latency from ~16s to 3โ€“5s using caching + parallelized hybrid search ๐Ÿ“Š Scales to 1k+ queries per month AI Call Summarization Developed an AI pipeline to process call transcripts and produce structured, concise summaries using GPT-5 and OpenAI transcription models ๐Ÿ“ˆ Handles 20k+ calls per month with high accuracy, improving customer support efficiency Marketing Content Generation Built a feedback-driven content system for SMS & email campaigns with tagging, dynamic templating, and APIs for /generate/accept + /generate/reject ๐ŸŒ Adopted across all Foodhub clients ๐Ÿ’ก Technical Skills Languages: Python, JavaScript AI/LLM & Frameworks: Generative AI, LLMs, RAG, Prompt Engineering, LangChain, LangGraph, LlamaIndex, OpenAI APIs, Fine-tuning Databases / Retrieval: Vector DBs (Qdrant, Pinecone, Weaviate, FAISS), PostgreSQL, SQL, Redis Backend / Infra: FastAPI, Pydantic, Async APIs, Observability, CI/CD, Low-latency systems Cloud & DevOps: AWS, Azure, Docker, Kubernetes, Terraform, Helm, Devtron, Git Frontend: Next.js, React, Vanilla JS, HTML/CSS Soft Skills: Communication, Teamwork, Problem-Solving I'm always excited to connect with engineers, AI practitioners, and innovators who are exploring the future of AI, cloud, and scalable software systems. Let's connect and build something great!

Experience

2 yrs 11 mos
Total Experience
1 yr 7 mos
Average Tenure
1 yr 4 mos
Current Experience

Foodhub

Senior AI Engineer

Jan 2025 โ€“ Present ยท 1 yr 4 mos

Model Context Protocol (MCP)RedisAI EngineeringGenerative AI

Mindsprint

Full Stack Developer

Jun 2023 โ€“ Jan 2025 ยท 1 yr 7 mos ยท Bengaluru, Karnataka, India ยท Hybrid

GitCloud ComputingFull Stack Development

Education

Karpaga Vinayaga College of Engineering and Technology

Bachelor of Engineering - BE โ€” Computer Science

Jan 2019 โ€“ Jan 2023

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