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Hi I'm Ravi Teja!šŸ‘‹

I am deeply fascinated by the potential of Machine Learning and Artificial Intelligence to transform industries and improve lives. My journey in this field has been driven by a relentless curiosity to understand the underlying algorithms and to apply this knowledge in creating innovative solutions. I am committed to continuous learning and exploring the cutting-edge developments in AI and ML, and I am excited to contribute to this dynamic and ever-evolving domain.

šŸŒ Socials:

LinkedIn

šŸ’» Tech Stack:

Python AWS Azure GithubPages Google Cloud Heroku FastAPI Django Flask MongoDB MySQL Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow Docker Kubernetes Docker

šŸ’« About Me:

Iā€™m currently working on: Developing machine learning models to analyze large datasets and extract meaningful insights. My focus is on improving the accuracy and efficiency of predictive algorithms.

Iā€™m looking to collaborate on: Projects that leverage AI to solve complex problems in innovative ways. Iā€™m particularly interested in applications of deep learning in natural language processing and computer vision.

Iā€™m looking for help with: Advanced techniques in model optimization and deployment. Iā€™m also seeking guidance on best practices for scaling ML models to handle big data.

Iā€™m currently learning: The latest advancements in AI, such as transformer models and reinforcement learning. Iā€™m also exploring cloud services that facilitate the deployment of machine learning models.

Ask me about: Anything related to machine learning, from foundational concepts to advanced algorithms. Iā€™m also happy to discuss the ethical implications of AI and strategies for responsible AI development.

Fun Fact: I have participated in numerous national level hackathons, gaining a wealth of experience across various fields. This includes working on feature detection in Indian maps, such as pinpointing locations and identifying linear features like river footprints and railway lines.

Projects: I have undertaken several research-level projects, dealing with real-time data from diverse sources including hospital records. My work has led to the filing of patents and I am actively engaged in writing papers. I am dedicated to building projects that are at the forefront of machine learning and AI.

šŸ“Š GitHub Stats:

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Ashwala Ravi Teja's Projects

intelunnati_-aventador- icon intelunnati_-aventador-

This project detects the social distance in public, and if the distance between the people is less than the threshold distance, it shows the number of violations in that frame of a video. In this project, there is a comparison between the optimised version that used the Intel OpenVINO toolkit and the unoptimized version without using OpenVINO.

redixolabs icon redixolabs

Team Members: Mrityunjaya Tiwari Raunak Singh Rathore Pravallika Kodi Manish Kumar

social-distance-detection-using-computer-vision-and-deep-learning icon social-distance-detection-using-computer-vision-and-deep-learning

This project detects the social distance in public, and if the distance between the people is less than the threshold distance, it shows the number of violations in that frame of a video. In this project, there is a comparison between the optimised version that used the Intel OpenVINO toolkit and the unoptimized version without using OpenVINO.

traffic_management icon traffic_management

The object of our project is to develop an intelligent traffic management system based on image processing and machine learning techniques to collect the traffic data(basically a video stream) and monitor accordingly to avoid big jams and accidents. It will provide a distributed way of traffic maintenance and detects the traffic density and chaos level too.

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