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Anwar Beshir

@anwarbeshir

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I build low-latency AI and MLOps pipelines for real-time computer vision and language applications.

Ethiopia

Message

What I'm looking for

I’m looking to build accessible AI systems that use computer vision, NLP, and real-time cloud infrastructure to remove communication barriers.

I build end-to-end machine learning systems, from data ingestion and model development through cloud deployment, monitoring, and automated retraining.

In my image classification pipeline, I used PyTorch, MLflow, FastAPI, Docker, AWS EC2, and GitHub Actions to deploy a computer vision inference engine with sub-50ms production latency.

I also built a real-time RAG and LLM serving backend using Hugging Face and FAISS, improving vector retrieval speed by 40% for concurrent requests. My OCR processing engine combined OpenCV preprocessing with Tesseract and improved text and symbol extraction accuracy by 25%.

I’m driven to apply computer vision, NLP, and accessible AI to remove communication barriers, while bringing practical experience in Python, cloud infrastructure, CI/CD, and reliable backend systems.

Experience

Work history, roles, and key accomplishments

Operations & Technical Support Coordinator

Aminu Adem Wholesale Center

Jan 2022 - Dec 2024 (2 years 11 months)

Managed operational workflows and digital inventory databases, increasing tracking efficiency and precision by 20%. Demonstrated operational autonomy, cross-functional resilience, and clear technical communication.

Operations Management Inventory Management Databases Technical Communication

Junior MLOps & AI Engineer

Self-Directed / Applied ML Systems

Engineered complete ML lifecycles from data ingestion to AWS cloud deployment, monitoring, and automated retraining. Resolved inference bottlenecks using model quantization and async handling, optimizing production throughput.

PyTorch TensorFlow AWS Docker Kubernetes fastAPI MLFlow CI CD Python C++

Education

Degrees, certifications, and relevant coursework

Addis Ababa Institute of Technology

Bachelor of Science, Biomedical Engineering

Pursuing a Bachelor of Science in Biomedical Engineering with expected graduation in 2026. Coursework includes signals and systems, neural networks, computer vision, and digital signal processing.