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Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

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gadda00/README.md

🛰️ Flagship Systems

Project What it does Stack
Busara AI Multi-agent data intelligence platform — 7-stage parallel DAG pipeline, live in production Next.js 15 · GLM-4.6 · PostgreSQL
KilimoPRO Offline-first agricultural AI for 8 IGAD countries (300M+ people) — on-device crop disease detection, GARCH/VaR forecasting, Swahili+English LLM council Next.js · TFLite · Flutter
AgentReplay Deterministic replay & counterfactual debugging for AI agents — bit-exact reproduction with zero model calls, 0.67% overhead, 99 tests Python · LangGraph
Fraud Detection System Real-time transaction scoring in Go — 7 statistical detectors, weighted ensemble, ~33µs per score, PCI-DSS/PSD2 ready Go · Prometheus · OTel
Verxlite Universal AI workflow agent for sales & ops — Gmail, Calendar & HubSpot automation with full observability FastAPI · Celery · Next.js

🔬 What I care about

  • Real math, not vibes — Holt-Winters, GARCH/VaR, K-Means++, Granger causality implemented from scratch
  • Agents that don't flake — deterministic replay, evals, observability, CI regression corpora
  • Built for Africa — offline-first, low-bandwidth, Swahili-capable, runs on $80 phones
  • Explainability — systems auditable enough for regulated finance

🧰 Toolbox

Python TypeScript Go Dart LangGraph LangChain CrewAI Next.js FastAPI Flutter TensorFlow Lite PostgreSQL pgvector Docker Kubernetes GCP Prometheus OpenTelemetry

📬 Let's build

Open to collaborations on AI products, agricultural technology, and ambitious African tech.

"Shipping production AI since 2022 — real users, real data, real consequences."

Pinned Loading

  1. agentreplay agentreplay Public

    Deterministic replay and counterfactual debugging for AI agent reliability. Bit-exact replay of agent runs with zero model calls — record once, replay forever, mutate freely.

    Python 2

  2. IntelliFlow IntelliFlow Public

    Busara AI — 33-agent self-evolving multi-agent data intelligence platform. 7-stage pipeline with trajectory-based learning (AReaL paper). Turborepo, Next.js 15, TypeScript.

    TypeScript 1

  3. kilimopro kilimopro Public

    KilimoPRO — AI-Powered Agricultural Intelligence Platform for Kenya & Africa. Web (kilimo.pro) + Android app + microservices backend + ML crop disease detection + data pipeline integrating KilimoST…

    TypeScript 1

  4. victor-portfolio victor-portfolio Public

    Victor Ndunda — AI Engineer & Founder of Busara. Personal portfolio.

    HTML 1

  5. fraud-detection-system fraud-detection-system Public

    Go microservice for real-time transaction fraud scoring — Z-Score + IQR + Velocity detectors in a weighted-vote ensemble. ~50-300µs per transaction. Explainable AI for regulated finance.

    Go

  6. verxlite verxlite Public

    Verxlite — universal AI workflow agent for sales & ops teams. Automates follow-ups, CRM logging & approvals across Gmail, Calendar & HubSpot. FastAPI + Celery + Next.js, 83 tests.

    Python