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AliasgarZakir Merchant

Mid-level AI Engineer specializing in multi-agent LLM systems and multimodal tutoring

PearsonUniversity of Illinois Urbana-ChampaignBoston, United States3 Years ExperienceMid LevelWorks On-Site

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LLM/agentic systems builder who has deployed multi-agent educational chatbots using LangChain + LangGraph, with LangFuse-based tracing and FastAPI hosting. Focused on production reliability and performance (latency reduction via agent decomposition and caching) and on evaluation/testing (routing test scenarios, LLM-as-judge). Partnered with product to add image understanding by parsing and storing images in S3, expanding chatbot coverage to 30+ books with images.

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Key Strengths

  • Built and deployed multi-agent LLM chatbots for education use cases
  • Reduced chatbot latency by decomposing a monolithic agent into specialized agents and adding caching
  • Designed reusable agent components with provider-agnostic LLM swapping in mind
  • Implemented observability/tracing for agent responses (tokens, latency, prompts) using LangFuse
  • Created test datasets and routing test scenarios; used prompt testing to catch misrouting cases
  • Collaborated with product stakeholders to deliver multimodal capability; expanded coverage to 30+ image-based books via S3-backed image handling

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Experience

AI EngineerPearson · Aug 2024 – Presentcontract
Graduate AssistantUniversity of Illinois · May 2023 – May 2024part-time
Software Engineer – Autonomous Vehicle ProjectOrion Racing India - KJSCE · Aug 2020 – Feb 2022

Education

University of Illinois Urbana-Champaignmaster, Computer Science (2024)

Languages

English

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AliasgarZakir MerchantMid-level AI Engineer specializing in multi-agent LLM systems and multimodal tutoring