Navaneeth Sharma

navaneethsharma2310oct@gmail.com

Myself Navaneeth Sharma, a passionate ML Engineer. My Experience involves Python for 2 years and ML about 1.5 years. My major projects and internships revolves around the Python | Machine Learning | Deep Learning | DevOps

Experience

Machine Learning Engineer

Bayrank

Designed NLP based machine learning models which included transformer based architectures. Developed a deployment ready ML software using Docker and performed unittests for the models and software. Technologies: Python, Pytorch, Docker, solr(search-engine)

May 2022 - Present

ML Content Writer

Datamonje

Python | Blogs | Machine Learning | Deep Learning Concepts. Wrote blogs on Machine Learning and Deep Learning Concepts in a simple way.

October 2021 - December 2021

Intern

Indian Institute of Science

The Project mainly focuses on an Automatic Speech Recognition System for low resource language Contributed in data collection, data cleaning and model building. Automated the data collection pipeline. Technologies: Python, Pretrained BERT hugging face model, web scraping

September 2021 - October 2021

Python Developer Intern

NMAMIT

This project was under collaboration with a Govt Org. Worked on an Open Source Initiative project, AksharaJaana. 2+ people put up it as their requirements and 1000+ views for the library. Technologies: Python, OpenCV, Tesseract, Numpy, other tools for pre-processing, augmenting the images.

September 2020 - May 2021

Education

NMAMIT Nitte

Bachelor of Engineering
Electronics and Communication

GPA: 8.5

June 2018 - June 2022

Class 10 | Class 12

Karnataka State Board (97.4%) | Karnataka PU Board: PCMC (94.7%)
2016 | 2018

Skills

Programming Languages & Tools


Core Skills
  • Machine Learning
  • Data Science
  • Deep Learning
  • Devops


My Open Source Projects

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NLP Project

Scrapegoat

October 15, 2020

This is an Open Source Initiative project. Scrapegoat is a python library used to scrape the websites from internet based on the relevance using NLP. Contribution in integrating SBERT Model, cosine similarity algorithms in the python Package.
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CV Project

FR with Mask

October 15, 2020

Project is to recognize the face of a person with the mask. The data used here is custom-created with masks augmented. The Resnet34-based Siamese Network and MTCNN Model are used to get the face features.
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CV Project

Emojify

October 15, 2020

Project is to mask a filter on the face based on the emotion of the user. The CNN, dlib and Image processing algorithms are applied The Emotion classifier Model has a training accuracy of 92.3% and 87.8% of the validation
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Speech Project

Swadeshi ASR

October 15, 2020

Swadeshi series will consist of Automatic Speech Recognisers in various Indian languages by using Indian languages datasets for the training of the models. Most of the models are based on wav2vec2 architecture.
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CV Project

Cloths Virtual Try On

October 15, 2020

This project solves the problem of trying out various cloths via virtual try on. The Resnet, Openpose and U2net are used to solve this problem.
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CV Project

Sign Language Detection

October 15, 2020

This Project solves the problem of communication through signs, using Computer Vision and Deep Learning. Achieved 94.5% of F1-Score for training data. Built a prototype website using Rest API Flask

Achievements & Certifications

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