About Me
Based In
Silver Spring, MD
3+ Years (AI/ML Engineering)
Years of Experience
Hello! I'm Jonathan Sodeke,
I create intelligent automation systems that solve real business problems. My work spans machine learning deployment, multi-agent workflow design, and production-ready MLOps infrastructure. I focus on building systems that are reliable, scalable, and optimized for real-world use — from real-time fraud detection APIs to AI-powered business intelligence teams.
My journey into AI began by designing end-to-end ML applications, deploying models with Docker, and architecting workflows that combine LLM reasoning with deterministic logic. Today, I specialize in connecting machine learning, automation, and software engineering to build systems that think, learn, and adapt.
Outside of engineering, I enjoy long scenic drives, cooking experiments, photography, and exploring new ideas that blend creativity with technology.
My Stack
Work Experience
Ezra Technology Consulting Group
2023 -Present
Systems/Data Engineer → AI/ML Engineer
Designed and deployed machine learning systems for internal workflows Built automation tools using Python, SQL, Docker, and FastAPI Developed cloud-managed solutions (Azure VMs, storage, networking, IAM) Implemented internal ETL pipelines and data processing workflows Built AI-driven automation prototypes using LLMs Managed servers, infrastructure, and enterprise IT operations
Ezra Technology Consulting Group
2023 -Present
Systems/Data Engineer → AI/ML Engineer
Designed and deployed machine learning systems for internal workflows Built automation tools using Python, SQL, Docker, and FastAPI Developed cloud-managed solutions (Azure VMs, storage, networking, IAM) Implemented internal ETL pipelines and data processing workflows Built AI-driven automation prototypes using LLMs Managed servers, infrastructure, and enterprise IT operations
Ezra Technology Consulting Group
2023 -Present
Systems/Data Engineer → AI/ML Engineer
Designed and deployed machine learning systems for internal workflows Built automation tools using Python, SQL, Docker, and FastAPI Developed cloud-managed solutions (Azure VMs, storage, networking, IAM) Implemented internal ETL pipelines and data processing workflows Built AI-driven automation prototypes using LLMs Managed servers, infrastructure, and enterprise IT operations
Independent ML/AI Engineering Projects
2022 -Present
AI/ML Engineer (Freelance Projects)
Built a real-time fraud detection system (<100ms API latency) Developed multi-agent systems using AutoGen, CrewAI, and LangGraph Created LLM-powered business intelligence pipelines Designed MLOps workflows with Docker, Airflow, and MLflow Built scalable inference APIs with logging, monitoring, and analytics
Independent ML/AI Engineering Projects
2022 -Present
AI/ML Engineer (Freelance Projects)
Built a real-time fraud detection system (<100ms API latency) Developed multi-agent systems using AutoGen, CrewAI, and LangGraph Created LLM-powered business intelligence pipelines Designed MLOps workflows with Docker, Airflow, and MLflow Built scalable inference APIs with logging, monitoring, and analytics
Independent ML/AI Engineering Projects
2022 -Present
AI/ML Engineer (Freelance Projects)
Built a real-time fraud detection system (<100ms API latency) Developed multi-agent systems using AutoGen, CrewAI, and LangGraph Created LLM-powered business intelligence pipelines Designed MLOps workflows with Docker, Airflow, and MLflow Built scalable inference APIs with logging, monitoring, and analytics
Short-Term IT Support Roles
2019 - 2021
IT Specialist
Managed system configurations, security settings, and identity access Supported end-user systems, networks, and troubleshooting Assisted in hardware/software setups and infrastructure maintenance
Short-Term IT Support Roles
2019 - 2021
IT Specialist
Managed system configurations, security settings, and identity access Supported end-user systems, networks, and troubleshooting Assisted in hardware/software setups and infrastructure maintenance
Short-Term IT Support Roles
2019 - 2021
IT Specialist
Managed system configurations, security settings, and identity access Supported end-user systems, networks, and troubleshooting Assisted in hardware/software setups and infrastructure maintenance
