Skip to content
View Atnabon's full-sized avatar
30 followers · 89 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Highlights

Block or report Atnabon

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Atnabon/README.md

Atnabon Deressa

AI/ML Engineer

Portfolio • LinkedIn • Email

Profile

I build AI systems that don't just work, they perform, scale, and deliver actionable insights. Specialized in agentic architectures, AI agent engineering, evaluation harness design and Forward Deployed Engineering, with hands-on experience in LangGraph multi-agent systems, MCP tool design, RAG pipelines, LLM-as-judge evaluation, and fine-tuning (LoRA, DPO, SimPO, ORPO) and Contributed to CashGo, a cross-border remittance app driving $1M+ in daily transaction volume, and the Dashen Super App, a mobile banking and lifestyle platform with 1M+ downloads. Maintainer of Goderash, an open-source audit and governance fabric for regulated AI agents with adapters for Anthropic, OpenAI, and LangGraph.

AI Engineering Expertise

Agentic & Autonomous Systems

  • Agentic architecture design
  • Tool-augmented LLM systems
  • Multi-step reasoning pipelines
  • Planning & orchestration frameworks
  • Memory management strategies

LLM Systems & Infrastructure

  • Retrieval & knowledge-grounded generation
  • Model evaluation & benchmarking
  • Alignment & guardrail implementation
  • Context optimization & token efficiency
  • Inference optimization strategies

Data-Centric AI

  • Large-scale dataset engineering
  • Advanced feature engineering (NLP)
  • Distributed preprocessing pipelines
  • Data warehouse design for model training
  • Web-scale data extraction

Production AI Systems

  • Scalable API architecture
  • Containerized deployments (Docker)
  • Workflow orchestration (Airflow)
  • Observability & reliability engineering
  • Performance monitoring

Engineering Stack

Core Languages

AI & Agentic Systems

Backend & Distributed Systems

Data & Storage

Cloud & Infrastructure

Pinned Loading

  1. goderash/goderash goderash/goderash Public

    Audit & governance fabric for regulated AI agents SHA-256 hash-chained ledger, SOC 2 / HIPAA / FFIEC evidence packs, one-line SDK wrap

    Python 6 3

  2. oracle-forge oracle-forge Public

    Forked from oracle-forge-trp1/oracle-forge

    TRP1 FDE — The Oracle Forge (April 2026): Production-grade multi-database data analytics agent with context engineering, self-correcting execution, and DataAgentBench evaluation.

    Python

  3. document-intelligence-refinery document-intelligence-refinery Public

    Python

  4. The-Ledger The-Ledger Public

    Agentic Event Store & Enterprise Audit Infrastructure. Building the immutable memory and governance backbone for multi-agent AI systems at production scale.

    Python 1

  5. automaton-auditor automaton-auditor Public

    Orchestrating Deep LangGraph Swarms for Autonomous Agents Governance

    Python 1

  6. ethiopian-medical-biz-datawarehouse ethiopian-medical-biz-datawarehouse Public

    Python