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_config.yml
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# Site
repository: sproogen/resume-theme
favicon: images/favicon.ico
# Content configuration version
version: 2
# Personal info
name: PATIL AKSHAY VILAS VAISHALI
title: Senior Data Scientist
email: [email protected]
# website: www.github.com/akshaypatil15
# Dark Mode (true/false/never)
darkmode: false
# Social links
linkedin_username: akshaypatil15
github_username: akshaypatil15
stackoverflow_username: "6459275"
instagram_username: chief_akshay
# twitter_username: akshaypatil15
# facebook_username: appy15
# pinterest_username: akshaypatil15
# youtube_username: "64113981"
# Additional icon links
additional_links:
- title: wordpress
icon: fab fa-wordpress
url: https://chiefakshaypatil.wordpress.com/
# - title: another link
# icon: font awesome brand icon name (eg. fab fa-twitter) (https://fontawesome.com/icons?d=gallery&m=free)
# url: Link url (eg. https://google.com)
# About Section
# about_title: About Me
about_profile_image: images/profile.jpg
about_content: | # this will include new lines to allow paragraphs
Hi, my name's Akshay and I'm a senior data scientist with 4 years of industrial experience in building solutions for Computer Vision as well as
Natural Language problems. Proven success in creating and deploying machine learning solutions.
I am most skilled in: <mark>Python</mark>, <mark>Data Science</mark>, <mark>Machine Learning</mark> and <mark>Capturing Nature through lens</mark>
content:
- title: Projects # Title for the section
layout: list # Type of content section (list/text)
content:
- layout: left
title: MS Course Project
# link:
# link_text: Project Website
# additional_links:
# - title: akshaypatil15/getTextFromPDF
# icon: fab fa-github
# url: https://github.com/Akshaypatil15/getTextFromPDF.git
# - title: Github page for project (eg. akshaypatil15/getTextFromPDF)
# icon: fab fa-github
# url: Link to project (eg. https://github.com/Akshaypatil15/getTextFromPDF.git)
quote: >
NEURAL NETWORK FOR CLASSIFICATION OF STARS AND GALAXIES.
description: | # this will include new lines to allow paragraphs
- Created a pipeline to download FITS files from <mark>Sloan Digital Sky Survey(SDSS)</mark> sky observatory and converted files into images (numpy array).
- Developed a star-galaxy classification framework that uses a <mark>Neural Network</mark> model on these images.
- Trained model using <mark>Convolution Neural Network</mark> with the help of <mark>TensorFlow</mark> library.
- layout: left
title: Pdf to Text
link: https://github.com/Akshaypatil15/getTextFromPDF
link_text: getTextFromPDF
# additional_links:
# - title: modern-resume-theme
# icon: fab fa-github
# url: boringcompany.com
# - title: Github page for project (eg. akshaypatil15/getTextFromPDF)
# icon: fab fa-github
# url: Link to project (eg. sproogen.github.io/modern-resume-theme)
quote: >
Google Cloud Platform implementation for text detection and recognition.
description: | # this will include new lines to allow paragraphs
- I started this project as a way to learn <mark>GCP</mark> 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.
- layout: left
title: Freelance
#link: PROJECT_LINK
#link_text: LINK_CAPTION
# additional_links:
# - title: modern-resume-theme
# icon: fab fa-github
# url: boringcompany.com
# - title: Github page for project (eg. akshaypatil15/getTextFromPDF)
# icon: fab fa-github
# url: Link to project (eg. sproogen.github.io/modern-resume-theme)
quote: >
Few freelacing projects done by me.
description: | # this will include new lines to allow paragraphs
- 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.
- title: Work Experience # Title for the section
layout: list # Type of content section (list/text)
content:
- layout: left
title: Quantech Data Science LLP, Navi Mumbai
# link: boringcompany.com
# link_text: boringcompany.com
sub_title: Senior Data Scientist
caption: December 2019 - Present
quote: >
AUTOMATING INVOICE PROCESSING
description: | # this will include new lines to allow paragraphs
- Designed solution architectures for the product and ensured its production quality from data-ops perspective.
- Establish proper monitoring of online/offline models and perform re-training whenever necessary, preferably through an automated procedure.
- Facilitated machine learning model experiments at scale.
- Development and maintenance of <mark>docker</mark> containers on cloud platforms.
quote: >
TDS RECONCILIATION ENGINE
description: | # this will include new lines to allow paragraphs
- Developed a python-based project which can get and read input files from the server.
- Applied govt defined rules to get TDS calculations and updating into <mark>MS-SQL Server</mark>.
- Converted the whole process into a docker container and deployed to <mark>Microsoft Azure</mark>.
quote: >
ITR Data Extraction
description: | # this will include new lines to allow paragraphs
- Designed and developed python pipeline using NLP technique to get required information.
- Implemented <mark>FASK service</mark> for communication with other programs.
- layout: left
title: Cere Labs Pvt. Ltd., Mumbai
# link: boringcompany.com
# link_text: boringcompany.com
sub_title: Software Developer
caption: October 2018 - November 2019
quote: >
Artificial Intelligence research and deveploment.
description: | # this will include new lines to allow paragraphs
- 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 <mark>CNN</mark>, <mark>FRCNN</mark>, etc.
- Design, Developed and tested NLP algorithms such as <mark>RNN</mark>, <mark>LSTM</mark>, etc to get insights from given text.
- Used <mark>TensorFlow Serving</mark> 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.
- layout: left
title: Cere Labs Pvt. Ltd., Mumbai
# link: boringcompany.com
# link_text: boringcompany.com
sub_title: Project Fellow
caption: September 2018 - September 2018
quote: >
Contribute to aspects of research strategy within the department.
description: | # this will include new lines to allow paragraphs
- Maintaining digital record of the results in presentable format.
- Identifying methods for <mark>Text Detection</mark> as well as <mark>Recognition</mark> in Printed Documents.
- layout: left
title: Cere Labs Pvt. Ltd., Mumbai
# link: boringcompany.com
# link_text: boringcompany.com
sub_title: Internship
caption: Feburary 2018 - May 2018
quote: >
Galaxy Detection Using Artificial Intelligence.
description: | # this will include new lines to allow paragraphs
- Generating image data from Radio Sources and pre-processing images.
- With help of <mark>Deep Learning</mark> identifying Type-1 Galaxies in those Images.
- Trained different DL models and compared their performance for finest results.
- title: Education # Title for the section
layout: list # Type of content section (list/text)
content:
- layout: left
title: University Of Mumbai
caption: 2016 - 2018
sub_title: MSc Computer Science
quote: >
Major in Computer Science Specialization in Machine Intelligence.
description: | # this will include new lines to allow paragraphs
University Department of Computer Science, is the oldest department started with a Master's level programme in Computer Science.
- layout: left
title: University Of Mumbai
caption: 2010 - 2015
sub_title: BSc Physics
quote: >
The University of Mumbai is one of the oldest and premier Universities of India.
description: | # this will include new lines to allow paragraphs
I studied in Bhavan's College which is one of the oldest and top most college in Mumbai.
- title: A Little More About Me
layout: text
content: | # this will include new lines to allow paragraphs
Alongside my interests in Machine Learning some of my other interests and hobbies are:
- Cycling
- Gaming
- Playing Cricket
- Stargazing
- Photography
Look at this cool image.\
# Footer
footer_show_references: true
# references_title: References on request (Override references text)
# Build settings
remote_theme: sproogen/resume-theme
sass:
sass_dir: _sass
style: compressed
plugins:
- jekyll-seo-tag