> About Me
Backend heavy fullstack developer and mechatronics enthusiast with a passion for building robust systems
$ Location: Addis Ababa, Ethiopia
$ Education: BSc in Mechatronics Engineering
$ Languages: Python, Go, C++, PHP
$ Experience: 2+ years in software development
$ Interests: AI, IoT, Robotics, Backend Systems
Hello! I'm Binyam Mulat Abegaz, a Fullstack Engineer at heart. My passion for innovation is what led me to study Mechatronics Engineering, as I believe it's the perfect field for bringing creative ideas to life by blending hardware and software.
While I specialize in building scalable and efficient software systems, my background in mechatronics gives me a unique perspective on creating innovative solutions. I have hands-on experience with embedded systems and IoT, which fuels my interest in building technology that interacts with the physical world.
Currently, I'm focused on developing robust Fullstack solutions and building AI-driven automation and agentic systems that streamline workflows and optimize costs. I'm passionate about clean code, system architecture, and creating technology that solves real-world problems.
With expertise in Python, Go, Laravel and various fullstack frameworks, I enjoy building systems that are not only functional but also maintainable and scalable. My background in mechatronics gives me a unique perspective on how software interacts with the physical world, which is particularly valuable in IoT and embedded systems projects.
> Skills
My technical toolkit and areas of expertise
Programming
AI/ML
Mechatronics/IoT
Tools
Soft Skills
> Projects
A showcase of my recent work and technical capabilities
SupportHub AI
AI co-pilot for support agents using Gemini for automated ticket triage and summarization. Features a real-time SPA front-end (Vue.js, Inertia.js), secure multi-tenancy, and high-performance backgroun...
> Experience
My professional journey and achievements
AI System Engineer
Architected backend infrastructure and built agentic systems for financial data analysis and cost optimization.
Key Achievements
- Architected the core backend infrastructure using Laravel to orchestrate autonomous multi-agent workflows, enabling the system to reason through complex financial data for cost optimization
- Engineered a hybrid agentic architecture using Laravel, Laragent, and Vizra to autonomously categorize and analyze thousands of financial transaction records
- Developed a specialized microservice using FastAPI and LangChain with Model Context Protocol (MCP) support for high-performance context exchange between LLMs and external data tools
Technologies Used
AI Engineer
Working on MCP servers and training different AI models. Implementing and optimizing machine learning pipelines for various applications. Collaborating with research teams on cutting-edge AI solutions.
Key Achievements
- Developed and deployed 5+ AI models that improved prediction accuracy by 30%
- Optimized machine learning pipelines reducing inference time by 40%
- Collaborated with research teams on implementing state-of-the-art NLP solutions
- Mentored 3 junior engineers in AI development practices
Technologies Used
Kifiya AI Mastery Program
Completed an intensive 3-month AI Mastery program focused on machine learning engineering, data engineering, deployment, and generative AI for fintech applications.
Key Achievements
- Trained in Data Engineering: ETL, DBT transformations, DVC and infrastructure setup for data pipelines
- Deployment and MLOps: Docker, GitHub CI/CD, model deployment, unit testing and dashboard building
- Machine Learning & Generative AI: exploratory data analysis, predictive modeling, RAG, prompt & context engineering, and LLM fine-tuning
Technologies Used
Experience Summary
Years of Experience
3+ years in software development
Core Expertise
Automation, Backend Development, AI/ML, System Architecture
> Contact
Get in touch with me for collaborations or opportunities
Send a Message
Connect With Me
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
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