PATIL AKSHAY VILAS VAISHALI

NEURAL NETWORK FOR CLASSIFICATION OF STARS AND GALAXIES.

• Created a pipeline to download FITS files from Sloan Digital Sky Survey(SDSS) sky observatory and converted files into images (numpy array).
• Developed a star-galaxy classification framework that uses a Neural Network model on these images.
• Trained model using Convolution Neural Network with the help of TensorFlow library.

Google Cloud Platform implementation for text detection and recognition.

• I started this project as a way to learn GCP and it has since grown into a fully end-to-end python project.
• I have learned many skills after this and been I’m very proud of having this in my profile.

Few freelacing projects done by me.

• Developed a machine learning based python program to detect mobile manufacturer names using mobile images.
• Applied statistical method for image generation in multiple NFT projects.
• Created a neural network project which can classify currency notes.
• Applied Deep Learning method for Character Recognition in Devanagari Languages.

ITR Data Extraction

• Designed and developed python pipeline using NLP technique to get required information.
• Implemented FASK service for communication with other programs.

Artificial Intelligence research and deveploment.

• Collecting different types of printed documents and applying pre-processing and cleaning methods.
• Applied and evaluated OCR problems by using deep learning algorithms such as CNN, FRCNN, etc.
• Design, Developed and tested NLP algorithms such as RNN, LSTM, etc to get insights from given text.
• Used TensorFlow Serving to deploy models for production use and deployed models with the help of AWS/GCP cloud services.
• Developed and improved a few documents information extraction automation for such as Bank Account Statements, CIBIL Report, KYC Documents.
• Developed end to end machine learning pipeline for Electricity Metre Reading, Data masking on sensitive information.

Contribute to aspects of research strategy within the department.

• Maintaining digital record of the results in presentable format.
• Identifying methods for Text Detection as well as Recognition in Printed Documents.

Galaxy Detection Using Artificial Intelligence.

• Generating image data from Radio Sources and pre-processing images.
• With help of Deep Learning identifying Type-1 Galaxies in those Images.
• Trained different DL models and compared their performance for finest results.

Major in Computer Science Specialization in Machine Intelligence.

University Department of Computer Science, is the oldest department started with a Master’s level programme in Computer Science.

The University of Mumbai is one of the oldest and premier Universities of India.

I studied in Bhavan’s College which is one of the oldest and top most college in Mumbai.