Ali Abbas

Experience

• 

  Freelance (Self employed)

  Dec 2019 - now

  • Integrated AI into systems using Google Cloud Platforms’ Vertex AI, enabling real-time interaction.• Pre-processed, analysed, and built robust data pipelines using Apache Spark. • Monitored and optimized deployed machine learning models to maintain and improve performance. • Developed AI applications across NLP, Object Detection/Recognition, and Data Analytics.• Implemented advanced techniques like LSTM for sequence generation and GPT for word embeddings.• Transformed data into actionable insights through advanced visualization and analytics.

  • Machine Learning Engineer

    Jan 2022 - now

  • Machine Learning Engineer

    Dec 2019 - Dec 2021
• 

  TEC

  Dec 2021 - Dec 2022

  React Native Developer

  • Led the development of a React Native-based General Accounting System, ensuring timely delivery and quality standards.• Architected critical components, integrating RESTful APIs, Redux, and PostgreSQL for robust data management.• Collaborated with the team on core logic, following best practices like modular design and Test-Driven Development (TDD).

• 

  Scase GmbH

  Dec 2021 - Feb 2024

  • Led an AI project for GDPR compliance, detecting faces and license plates in real-time video feeds, deployed on GCP Vertex AI.• Utilized Docker, Kubernetes, Jupyter Hub, and cloud services to develop robust data processing and storage solutions.• Divided the work into bite-size tasks using Jira’s Scrum board, collaboratively set story points, one of the top 3 teams in efficiency for 3 quarters. • Led the development of a 3D visualization system for self-driving cars, rendering large sensor and AI model data in real-time.• Built the backend using Node.js, and the frontend with React.js.• Leveraged Python and Docker for environment management, and integrated C++ code via an API bridge.

  • AI Software Developer

    Dec 2022 - Feb 2024

  • Full-stack Developer

    Dec 2021 - Dec 2022