Aniket Bedwal on Tal
Headline
AI Engineer | Agentic AI Systems & LLM Agents | RAG, MCP | FastAPI | Real time voice agents
About
Senior AI Engineer building production-grade agentic AI systems — multi-agent orchestration, real-time voice AI, and Retrieval-Augmented Generation (RAG) at scale. I design and ship LLM systems that go beyond demos: multi-agent workflows with LangGraph and LangChain, tool-calling architectures using the Model Context Protocol (MCP), and voice AI pipelines combining STT, VAD, and low-latency TTS for real-time conversational agents. My work spans: → Agentic AI & Multi-Agent Systems — autonomous reasoning, tool use, state management, and guardrails against hallucination and infinite-loop failure modes, deployed in production across finance and healthcare workflows. → RAG at Scale — pipelines indexing 50,000+ documents with hybrid retrieval, reranking, and RAGAS-based evaluation, backed by vector databases (Milvus, pgvector, FAISS). → Real-Time Voice AI — full-duplex conversational pipelines (STT → LLM → TTS) engineered for sub-second latency, built on Twilio and Azure Neural TTS. → Production Backend Systems — FastAPI microservices, Apache Airflow orchestration, and observability stacks (Kafka, ELK) processing 100k+ documents/month at 99.8% uptime. I own architecture decisions end-to-end — vector DB selection, chunking strategy, embedding trade-offs, retrieval evaluation, deployment and not just implementation. Always up for a conversation on agentic AI, MCP, and voice-first products.
AI stack
antigravity
claude code
langchain
langgraph
openai
Firecrawl
Work experience
AI Engineer at JazzX AI, Oct 2025 - Present · 1 yr 1 mo, Bengaluru, Karnataka, India
Engineer at Genzeon, Apr 2025 - Oct 2025 · 7 mos, Pune District, Maharashtra, India
Associate Engineer at Genzeon, Aug 2023 - Apr 2025 · 1 yr 9 mos, Pune District, Maharashtra, India
Trainee Software Engineering at Genzeon, May 2023 - Aug 2023 · 4 mos, Pune District, Maharashtra, India
Education
Post Graduate Diploma, Computer Science, Centre for Development of Advanced Computing (C-DAC)
Bachelor's degree, Electronics, Savitribai Phule Pune University
