- Conducted applied research in Active Inference and Predictive Coding to enhance reasoning and decision-making capabilities in AI agents, resulting in a 15% improvement in task success rate in simulations.
- Reimplemented the OpenPsi architecture, enabling more human-like cognitive behavior in autonomous agents and reducing computational overhead by 20%.
- Mentored and onboarded 3 junior engineers and interns, improving team productivity and reducing ramp-up time by 25%.
- Designed and deployed ML pipelines for agent simulation experiments, improving reproducibility and accelerating experimentation cycles by 30%.
- Developed data preprocessing and feature engineering workflows for multi-modal datasets, reducing training time by 15% while maintaining model accuracy.
Amanuel Garomsa
ML Engineer & Full Stack Developer
Addis Ababa, Ethiopia
Available for work
Amanuel Garomsa
ML Engineer & Full Stack Developer
Addis Ababa, Ethiopia
Available for work
About me
Hello, I'm Amanuel Garomsa, a Machine Learning Engineer and Full Stack Developer with 5 years of experience in machine learning and artificial intelligence, alongside over 6 years of expertise in full stack development.
My journey began with a fascination for building innovative digital solutions, leading me to create user-friendly products with seamless interfaces. I specialize in leveraging machine learning to design intelligent, robust, and effective neural models that solve complex problems in real world applications.
Featured Projects
Explore all
GuzoSync
GusoSync is an AI-powered, agentic bus allocation and public transit management platform designed fo
Autonomous LiDaR Drone
A 3D autonomous drone simulation with AI-powered flight capabilities using deep reinforcement learni
Canvelete
A powerful design automation platform with API integration for tools like Zapier and n8n.
Experience
Addis Ababa, Ethiopia
iCog Labs
Machine Learning Engineer
Addis Ababa, Ethiopia
Ethiopian Space Science Society
React Developer
- Built responsive web applications using React and modern JavaScript frameworks.
- Implemented user interface designs with focus on accessibility and performance.
- Integrated APIs and managed state using Redux and Context API.
- Optimized application performance resulting in 40% faster load times.
Remote, Amsterdam, Netherlands
SingularityNET
Machine Learning Engineer
- Designed and implemented a syntax tree reduction library for MOSES, improving data processing performance and enabling faster experimentation in large-scale AI systems.
- Optimized complex MeTTa codebases using non-deterministic execution strategies, reducing runtime by 35% and improving overall system throughput.
- Developed and maintained Hyperon language wrappers, enabling seamless integration of symbolic and neural AI components.
- Collaborated with distributed research teams to improve system reliability, performance, and usability of AGI-focused tooling.
Addis Ababa, Ethiopia
iCog Labs
Machine Learning Intern
- Assisted in developing reinforcement learning models and experimental AI systems.
- Contributed to internal research projects in predictive coding and agentic AI.
Education
Addis Ababa, Ethiopia
BSC in Computer Science
Addis Ababa University
Gained expertise in algorithms, data structures, and databases, with hands-on skills in Python, Java, and C++. Built machine learning and web development projects, including a capstone on [e.g., "ML model for predictive analysis"], using Git and agile methods.
Technologies & Tools
AI/ML • Backend • Frontend • DevOps • Automation
Articles & publications
View all postsSmart Pointers and Memory Management
| December 27, 2025
Day 2 of the C++ Mastery Challenge. Master smart pointers and say goodbye to memory leaks forever.
Read articleModern C++ Fundamentals
| December 26, 2025
Day 1 of the C++ Mastery Challenge. Explore modern C++ features that make your code cleaner and more efficient.
Read articleYour First Dataset: Exploratory Data Analysis
| December 25, 2025
Day 2 of our ML challenge. Learn how to load, explore, and understand your data before building models.
Read articleAbebe Kebede
CEO @ Vercel
"Sam's design expertise and innovative approach have been pivotal to our agency's success. His ability to blend creativity with functionality is unmatched, and he consistently delivers projects that exceed client expectations."
Kebede Belay
CEO @ Vercel
"Sam's design expertise and innovative approach have been pivotal to our agency's success. His ability to blend creativity with functionality is unmatched, and he consistently delivers projects that exceed client expectations."
Deep Learning Specialization
DeepLearning.AI (Andrew Ng)December 2023•ID: IRIDKTHE8A7K
Let's talk
amanuelgaromsa@gmail.com
Addis Ababa, Ethiopia
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