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Pranav Mishra - AI/ML Intern in Charlotte, NC

Pranav Mishra

Junior Machine Learning Engineer specializing in LLM agents, RAG, and MLOps

WheelPriceUniversity of Illinois ChicagoCharlotte, NC2 Years ExperienceJunior LevelWorks On-Site

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About

AI/ML engineer who has shipped production systems across computer vision and conversational agents: built a YOLOv8-based wheel fitment pipeline at a Techstars-backed automotive startup, focusing on sub-second latency, monitoring, and robust fallback mechanisms that drove 2–3x page view growth and +5–6k users. Also built a voice-based interview platform orchestrating Deepgram + GPT-4 Mini + OpenAI TTS with FSM-driven reliability, and has hands-on RAG experience (LangChain, hybrid retrieval, cross-encoder reranking, custom pseudo-query generation).

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Key Strengths

  • Built and deployed production computer-vision system for wheel fitment using YOLOv8 (87% detection accuracy)
  • Production reliability engineering for ML (fallback chains/cascades, handling bad inputs/timeouts/API failures)
  • Performance/latency optimization to achieve sub-second response times
  • Implemented monitoring to detect degradation and bottlenecks (AWS monitoring)
  • Delivered measurable product impact: 2–3x daily page viewership growth and +5–6k users after deployment
  • Designed robust voice-based multi-agent workflows with explicit state management (FSM, timeouts, fallbacks)
  • Strong RAG system design: hybrid retrieval + re-ranking; custom pseudo-query/prompt generation to improve precision
  • Effective collaboration with non-technical stakeholders via rapid prototyping and expectation-setting

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Experience

AI/ML InternWheelPrice · Jul 2025 – Nov 2025internship
Research Software EngineerUniversity of Illinois Chicago (UIC) - V-ARE Labs · Feb 2024 – Jul 2025
Research Software EngineerUniversity of Illinois Chicago (UIC) - VARE Lab · Feb 2024 – Jan 2026

Education

University of Illinois Chicagomaster, Computer Science (2025)
Dayananda Sagar College of Engineeringbachelor, Computer Science and Engineering (2023)

Awards

  • Winner of MIT XR Hackathon
  • First place HINT 5.0 Web3 virtual museum
  • INFORMS Analytics+ - Presented MetaRAG research to 700+ professionals

Skills

PythonJavaC++JavaScriptC#TensorFlowPyTorchMATLABPandasNumPyLangChainReactNode.jsFlaskNext.js

Languages

English

Publications

2 publications

Multi-agent systemsMedical question answeringSmall language models (SLMs)Retrieval-augmented generation (RAG)Enterprise knowledge retrievalVector search and rerankingLLM evaluation and hallucination reduction

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AI & Machine LearningAI & Machine Learning in Charlotte MetroPythonJavaC++JavaScript

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Typically responds within 24 hours

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Pranav MishraJunior Machine Learning Engineer specializing in LLM agents, RAG, and MLOps