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Trey Israel

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Greenville, South Carolina, United States

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Résumé

Jobs verified_user 0% verified
  • TD SYNNEX
    Ai Engineering Intern
    TD SYNNEX
    Aug 2025 - Dec 2025 (5 months)
    • Built an NLP pipeline in Azure AI Foundry analyzing 50+ Gong transcripts for sentiment and deal signals • Automated enrichment of 500+ keyword records in Dataverse using Power Automate • Transformed unstructured transcript data into structured outputs for downstream analytics and Power BI reporting
  • C
    Ai Center of Excellence Intern
    ConvergeOne (C1)
    May 2025 - Aug 2025 (4 months)
    • Built 10+ LLM-powered agent prototypes (Python, Next.js, FlowiseAI) to automate workflows and reduce handoffs • Developed a LangChain agent simulator running 7,500+ interactions for a Fortune 500 client to improve accuracy • Created two internal automation tools cutting chatbot setup and testing time by 30–40% • Researched and presented a prototype comparing MCP vs A2A agent communication for LLM systems
  • WebstaurantStore
    Software Engineering Intern
    WebstaurantStore
    May 2024 - Aug 2024 (4 months)
    • Delivered 15+ features and fixes for a React + C# SPA streamlining test management across 10+ departments • Automated over 1,000 test plans improving QA efficiency across multiple teams • Managed CI/CD release workflows in Azure DevOps ensuring smooth deployments
Education verified_user 0% verified
  • Clemson University
    Bachelor of Computer Science, Minor in Financial Management
    Clemson University
    Jan 2021 - Dec 2025 (5 years)
    • Cumulative GPA: 3.6/4.0 • Awards: Dean’s List Fall 2022, President’s List Spring 2023, President’s List Fall 2023
Projects (professional or personal) verified_user 0% verified
  • Independent
    InterviewOS
    Independent
    Feb 2026 - Current (6 months)
    • Built a retrieval-augmented platform for job description and resume-based answers and interview feedback • Implemented hybrid retrieval (semantic, keyword, MMR) to improve context relevance and reduce redundancy • Developed pipelines for PDF ingestion, embedding generation, and multi-source retrieval workflows
  • Independent
    Fantasy Football AI Predictor
    Independent
    Sep 2025 - Oct 2025 (2 months)
    • Built and deployed an ML dashboard forecasting next-season fantasy PPG from 2,300+ NFL players • Trained regression models (LightGBM, Random Forest) and evaluated performance using MAE, RMSE, and R2 • Benchmarked results against a naive baseline and compared performance across 5 regression models
  • Independent
    FinSight
    Independent
    Mar 2025 - Sep 2025 (7 months)
    • Built a full-stack AI assistant platform (Next.js + Supabase) with secure auth, GPT chat, and persistent user history • Implemented token streaming and cut OpenAI API usage by ∼40% via GPT-2 sentiment routing • Constructed RLS policies and email verification to enforce per-user data isolation and secure multi-tenant access
  • M
    Mit Lincoln Lab Sponsored Project – Multi-Agent Navigation
    MIT Lincoln Lab
    Mar 2025 - May 2025 (3 months)
    • Implemented 4 navigation algorithms on 100×100 grids and optimized A* for 59-step paths in 0.0015s • Benchmarked DQN vs A2C across 1,000+ episodes with DQN outperforming in efficiency and coverage • Visualized performance trends across reward, training time, and goal collection to inform planning decisions
  • Clemson University
    Privacy Compliance in Software Development
    Clemson University
    Mar 2024 - May 2025 (1 year 3 months)
    • Analyzed privacy compliance across 800+ apps and developed NLP/static code tools to detect non-compliance • Scraped/analyzed 3,679 Reddit comments using VADER to assess consensus on privacy policies • Presented findings at Clemson University FoCI forum engaging 100+ faculty and researchers
Awards verified_user 0% verified
  • P
    President’s List
    Sep 2023
  • P
    President’s List
    Jan 2023
  • D
    Dean’s List
    Sep 2022