Augustine Twumasi

Background

About Augustine Twumasi

As a seasoned professional with over 5 years of experience in Data Science Cloud, DevOps, MLOps, I specialize in designing and optimizing cloud infrastructure across major platforms like AWS, GCP, and Azure. My expertise lies in automating deployment pipelines, enhancing collaboration between development and operations teams, and driving innovation through emerging cloud technologies. I bring strong proficiency in Linux system administration and am adept at leveraging tools like Docker, Puppet, Chef, and Ansible for configuration management. My experience extends to orchestrating and managing Kubernetes clusters, setting up CI/CD pipelines using tools like Jenkins, CircleCI, GitHub, and Terraform in cloud environments. In addition to my cloud and DevOps skills, I have a deep understanding of computer vision, advanced machine learning techniques, and data science practices with in-depth research training. My work is guided by a commitment to continuous improvement, problem-solving, and delivering optimal, scalable solutions. Technical Proficiency: • Programming Languages: C/C++, Python, MATLAB, Julia • Mathematical Software and FEM Solvers: NGSolve/Netgen, FEniCS, Deal.ii • ML/DL Frameworks: JAX, PyTorch, TensorFlow, Keras, Scikit-Learn. MLOps/DevOps/Data Scientist Tools: • Cloud Distributed Workflow: Git, GitLab, Jenkins • Performance Profiling and Observability: Splunk, Prometheus, Grafana • Programming and Debugging: Python, Linux Scripting, C++ • Open-Source Solutions: PostgreSQL, Spark, Kafka, Terraform, Elasticsearch • Container Orchestration: Docker, Kubernetes On a personal and professional level: • Demonstrated leadership abilities and a proven track record of collaborating effectively within multidisciplinary research teams. • A self-driven learner, I can swiftly adapt and thrive with minimal guidance. • Exceptional oral and written communication skills are among my strengths. • Known for my hardworking nature, I pride myself on being a team player with a knack for innovation and a forward-looking vision.