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Abhishek Basu

Junior Backend Software Engineer specializing in cloud and AI systems

Carpl.aiUniversity of Illinois ChicagoChicago, IL2 Years ExperienceJunior LevelWorks On-Site

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About

Built and shipped LLM-enabled decision systems focused on real production reliability rather than chatbot demos, including a multimodal radiology retrieval platform with 28% relevance gains and 35% lower latency. Also architected a 4-agent employee analytics workflow with structured outputs, traceable orchestration, and strong safeguards for messy real-world data.

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Key Strengths

  • Productionizing LLM systems with monitoring, caching, batching, and fallback behavior
  • Improved multimodal retrieval relevance by 28%
  • Reduced inference/retrieval latency by 35%
  • Designed a 4-agent DAG workflow for employee analytics
  • Built traceable multi-step orchestration with structured JSON state passing
  • Strong reliability engineering via validation, fallback handling, and rollback-safe execution
  • Experience handling messy operational data with normalization and idempotent processing
  • Practical evaluation mindset using offline quality evals, online metrics, and error analysis

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Experience

AI InternCarpl.ai · Nov 2025 – Dec 2025internship
AI InternRSNA · Nov 2025 – Dec 2025internship
Graduate Research AssistantUniversity of Illinois Chicago · Aug 2024 – Presentpart-time
Software Development Engineer IBYJU'S · Jan 2024 – Jul 2024

Education

University of Illinois Chicagomaster, Computer Science (2026)
Vellore Institute of Technologybachelor, Computer Science (2023)

Awards

  • Finalist, Top 5 - MIT Frontiers GenAI Hackathon
  • Finalist, Top 5 - JacHacks 2026, University of Michigan

Languages

English

Certifications

Oracle Cloud Infrastructure - Generative AI ProfessionalOracle Cloud Infrastructure - AI Foundations Associate

Publications

1 publication

Consumer healthcare question summarizationNatural language processingDataset constructionMachine learning evaluation

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Abhishek BasuJunior Backend Software Engineer specializing in cloud and AI systems