Using the cutting-edge OpenAI architecture, We fine tune OpenAI's potent GPT-3 language model, releasing its full potential to produce high-quality, human-like prose in a range of scenarios. We were able to build AI Powered Chatbot to meet my unique requirements of one of our clients. Started with the Data Preparation, Paved a new stone by fine tune GPT-3 model using that data and deploy full fledge application on AWS, which talks with the clints in the context of their business and solving more than a half of the queries of the customerers.
As a AWS ML Specialist, we have been leveraging the full potential of AWS Sagemaker. Using which, we build, train, tune hyper parameters and deploy small and large scale Machine Learning Models on AWS for many clients of ours. For them, we mining the data, clean and stage that data and utilizing it train a Model which can predict and even retrain at every specific time period using new data. So, model would be newly trained every time as well as predict with the highest accuracy. We have been using Docker and Kubernetes on AWS to perform ML tasks smoothly and for scalability. Have been leveraging AWS in a better way possible to architect the workflow which would perform at its best. We are having many ML models deployed out on AWS.
We were able to leverage abilities of Deep Learning to analyze video real time. The biggest challenge we faced here is to fetch the video content from the platform of company which is working to design camera sensors for car companies. We managed it with extra efforts and implement AWS Services here to fetch that and analyze it at a moment. Commenced with, data capturing and trying several Computer Vision libraries like OpenCV, FFMPeg to find and process(mark and mask) the better results faster. As a final step, stream that video on the webpage with the object identification. So, at the deliverable website, get selected video and show it at the first half and at the other half processed video will be shown at a moment.
We build a web platform for one of our clients who is restaurant owner. They aimed to get a web app from which they upload the menu image of the restaurant and manipulate the items they are serving to their customers online. So that their customers can modify the food and ingredients and toppings in the food according to their taste. We built such a full fledge work flow which takes the image, extract the text out of it and response with all items which eventually implanted on the online food order website with items and its prices. For that, we leverage AWS Services and Computer vision image analysis model to get it working. We implemented overall orchestration over website and deliver super working project.
Our company is dedicated to helping businesses grow and succeed through the use of AI and data science. With a team of experts in these cutting-edge fields, including AWS Certified Developers and Machine Learning Certified Developers, we provide a wide range of services to help our clients stay ahead of the competition and achieve their goals.
Our goal is to make it easy for businesses to understand and use the power of AI and data science. We believe that by using these technologies, businesses can make informed decisions, improve performance, and achieve their goals. Whether it's through predictive modeling, AI integration, or data visualization, our team has the expertise to help our clients succeed.
At our company, we believe in providing customized solutions that are tailored to each client's specific needs. Our team of AWS Certified Developers and Machine Learning Certified Developers takes the time to understand each business's unique requirements and provides the right solutions to help them grow and succeed.
Whether you're looking to improve your operations, increase revenue, or gain a competitive edge, our team has the expertise to help you achieve your goals. If you're interested in learning more about how we can help your business grow, please don't hesitate to contact us.