Tejas Reddy Vepala

About Tejas Reddy Vepala

As a Machine Learning Engineer with over three years of hands-on experience, I specialize in developing and optimizing advanced machine learning models, particularly for image and video processing. My expertise includes CNNs, GANs, transformers, and a strong command of Python, TensorFlow, and PyTorch. I am also skilled in cloud development with platforms like Google Cloud Platform and AWS.Key Highlights:COIGN Pvt Ltd: Improved image generation quality by over 6% using GANs, and increased model precision by 9%. Collaborated with cross-functional teams to enhance model performance and presented findings effectively.Systems Group: Designed and implemented machine learning systems for image and video processing, leveraging CNNs and transformers. Developed scalable data pipelines and deployed models using Docker and Kubernetes.Academic Projects: At the University of North Texas, I worked on optimizing UAV delivery systems with real-time simulations and dynamic scheduling algorithms. Developed a chess application with advanced AI strategies, improving decision-making efficiency by 37%.Technical Skills:Programming Languages: Python, Java, JavaScript, TypeScript, C++Machine Learning Frameworks: TensorFlow, PyTorch, scikit-learnComputer Vision and Graphics: Structure from Motion (SfM), SLAM, Calibration, Pose Estimation, Neural Rendering, CNNs, transformersCloud Development: Kubernetes, Docker, Microservices, Service MeshFrontend Development: HTML5, JavaScript, Node.js, ReactJSContinuous Integration and Delivery: Jenkins, CI/CD PipelinesMachine Learning Tools: Anaconda, Colab, Jupyter Notebook, NumPy, pandasCloud Platforms: Google Cloud Platform, AWSOther Tools: GRPC, MS ExcelConcepts: Deep Learning, AI, Computer Vision, Statistics, Hadoop, Spark, End-to-End Testing, Debugging, Functional ProgrammingI am passionate about applying my skills to drive innovation and deliver high-quality solutions in machine learning and AI. I thrive in collaborative environments and am committed to continuous learning and development. I am open to new opportunities that challenge me and allow me to contribute to impactful projects.

Experience

1. Software Engineer

   Meta

   Aug 2024 — Present · Austin, TX, US

   pyre + pyrefly ( static type checkers)| third party at meta

Education

• University of North Texas

  Master of Science - MS, Computer Science

• Narayana Junior College , Nallakunta

  High School Diploma, MPC

• Matrusri Engineering college

  Bachelor of Engineering - BE, Computer Science