Yared Fereja
@yaredfereja
Innovative Machine Learning Engineer specializing in NLP and Generative AI.
What I'm looking for
I am an innovative and results-driven Machine Learning Engineer with a strong foundation in mathematics and software development. My expertise lies in building and deploying end-to-end machine learning systems, particularly in Natural Language Processing (NLP) and Generative AI applications. I have a proven track record of delivering robust AI solutions that solve real-world problems and enhance user experiences.
Throughout my career, I have gained extensive experience with deep learning architectures such as RNN, LSTM, and Transformer, and I am proficient in modern frameworks like Hugging Face and LangChain. My passion for deploying AI systems at scale is complemented by my knowledge of MLOps practices, including Docker, FastAPI, and MLflow. I thrive on challenges and am committed to continuous learning and improvement in the rapidly evolving field of AI.
Experience
Work history, roles, and key accomplishments
AI/ML Specialist
Zare Innovations
May 2025 - Jul 2025 (2 months)
Designed and implemented an intelligent vetting and matching engine using SBERT for semantic matching and psychometric assessments to automate scoring. Developed a recommendation system using Flask APIs to match candidates based on profile data, psychometrics, and behavioral signals.
AI Engineer Intern
AceNurture
Mar 2025 - May 2025 (2 months)
Contributed to AI projects focused on generative models, natural language processing, and machine learning deployment. Assisted with end-to-end model development, including data preprocessing, training, and model evaluation.
Education
Degrees, certifications, and relevant coursework
Addis Ababa Institute of Technology
Bachelor of Science, Electrical and Computer Engineering
Completed a Bachelor of Science in Electrical and Computer Engineering. Gained foundational knowledge in both electrical engineering principles and computer science concepts.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
Skills
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