Sumit Kumar Baranwal

I have over 7 years of experience in Data Science (particularly in computer vision) domain. Currently associated with Sony India as Deep Learning Consultant. My work is writing efficient algorithms to support new and existing functionalities of the company where in exploring & understanding open-source contributions and use it as base to enhance the quality in terms of predictions, processing time etc. I have been part of multiple projects in current company and previous company(Wipro) at different stages of Data Science workflow (data collection & annotations, exploratory data analysis, model building from scratch or transfer learning on pre-trained model, fine-tuning of existing model, evaluation and inferencing of model). Proposed several approaches in terms of data-centric or model-centric which were used to enhance the model robustness and performance on unseen data. I have enough experience with machine learning frameworks like pytorch, tensorflow, keras etc.
Due to NDA signed, I won't be able to write the project details here but I am available on call to discuss the same in brief for better understanding.
Coming from a computer science background, I have a strong grasp on python, data structures & algorithms. I can write efficient code which can run fast and memory efficient. I have strong understanding of machine learning and deep learning algorithms, concepts.
This is my first attempt to freelancing and I am excited to take this as an opportunity to be an integral part of my client's success. I am looking forward to start this journey which is dependent on your trust to provide me a chance to start.
I am almost available all the time to connect and discuss the problems and requirements.