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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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darthblanc/README.md 
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Clement-Andi Edet

I like hard problems, clean systems, and the occasional rabbit hole.

Portfolio LinkedIn GitHub

About Me

I build backend systems and agentic AI pipelines.

I move fast, own full cycles, and tend to automate whatever slows things down.

  • Focus: Agentic AI, RAG pipelines, LLM orchestration, backend data systems
  • Currently building: AI agents — local open-source models, cloud APIs, whatever fits the problem
  • Education: BS Computer Science, University of Dallas — Magna Cum Laude, Phi Beta Kappa
  • Competitive programming: LeetCode · Kattis

Research

Optimizing clustering of CDR3 sequences using natural language processing, Word2Vec, and KMeans Frontiers in Bioinformatics, Vol. 5, 2025

Featured Projects

OrientBench — Evaluation tool that measures how CSV layout affects LLM table-reading accuracy - try it out!

Anansi — LangGraph pipeline that quizzes you on your own wiki using extended thinking

Agentic File Explorer — ReAct agent that navigates and reasons over a file system via natural language

Talking Claude — Claude Code hook that reads out agent responses using Edge TTS.

AI Travel Agent — Hackathon runner-up: conversational flight search agent that parses intent from dialogue, queries Amadeus in real time via webhooks, and surfaces results with voice interaction

Tech Stack

AI & ML

LangChain PyTorch TensorFlow scikit-learn

Backend & Infrastructure

Python Go FastAPI Node.js Redis AWS Google Cloud Firebase

Languages

JavaScript Java React

What I'm Interested In

  • Agentic systems that actually work reliably in production
  • LLM and Agent evaluation
  • Backend architecture for data-intensive applications

Pinned Loading

  1. agentic-file-explorer agentic-file-explorer Public

    Local-first AI agent for filesystem tasks: ReAct loop, hierarchical sub-agents, context compaction, git-backed rollback.

    Python 1

  2. OrientBench OrientBench Public

    Measures how CSV layout affects LLM table-reading accuracy

    Python 1

  3. anansi anansi Public

    Multi-agent RAG examiner that quizzes you on your own knowledge base and grades your answers with written feedback.

    Python 1

  4. acne-neural-network acne-neural-network Public

    Neural network trained to identify images/faces with acne using TensorFlow.

    Jupyter Notebook 1

  5. ElevatEd-Devs/ElevatEd_backend ElevatEd-Devs/ElevatEd_backend Public

    Backend Repository for the ElevatEd Education Platform

    Go 2

  6. unicorn-public unicorn-public Public

    Public version of the Unicorn web-based drawing application. Has autosaving feature enabled for a seamless user experience.

    JavaScript 1