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followers: 313.0 following: 61.0 repos: 203.0 gists: 11.0

Name: Sayan Nath

Type: User

Company: @ucalgary

Bio: Graduate Research Assistant at University of Calgary | GSoC'21, 22 @tensorflow | Ex @scaleracademy | Contributor @keras-team

Twitter: sayannath2350

Location: Calgary

Blog: https://bento.me/sayannath

About

Hello! I am Sayan Nath. I am an MSc student and a Research Assistant at the University of Calgary. I have completed my Undergraduate degree at Kalinga Institute of Industrial Technology (KIIT). I did Google Summer of Code in 2021 and 2022 at TensorFlow. I was a Machine Learning Engineer at Scaler, Blend, Codebugged, and Juppiter Labs AI, led the GDSC KIIT, former President of the CodeChef KIIT Chapter and Former Machine Learning Lead at IoT Lab. I was also selected as a Mentor at Google Developer Program Exchange. My other interests aside from Machine Learning are Backend Development and DevOps.

GitHub

Gmail

🧭 Timeline

Research Assistant, University of Calgary (August, 2023 - Present)
Technical Content Reviewer and Problem Setter Intern, Scaler (November 2022 - August, 2023)
GSoC Student, TensorFlow Organisation (May 2022 - October 2022)
ML Engineer, Blend (October 2021 - July 2022)
GSoC Student, TensorFlow Organisation (May 2021 - August 2021)
Backend Developer, Presence (May 2021 - May 2022)
Undergraduate Student Researcher, Jadavpur University (May 2021 - February 2022)
Data Science Intern, Juppiter AI Labs (April 2021 - Present)
Data Scientist, Codebugged AI (August 2020 - December 2021)
President, Codechef KIIT Chapter (October 2020 - August 2021)
Lead, GDSC-KIIT (September 2019 - June 2022)
ML Team Lead, IoT Lab KiiT (January 2020 - July 2021)
Flutter Intern, Vulmiqi (July 2020 - November 2020)
Machine Learning Intern, Kyrion Technologies (June 2019 - July 2019)

🔭 I’m currently working on

AutoML and Fairness of Machine Learning models
Stable diffusion and Generative AI
Model Optimisation and Quantisation with Tensorflow

🌱 I’m currently learning

Generative AI
LLM

👯 I’m looking to collaborate on

For doing projects on Computer Vision
For doing Research Papers.
For doing projects related to TF-Lite.

👨 Social

Sayan Nath's Projects

coatnet-gsoc

Implementation of CoAtNet in TensorFlow and Keras.

coding-interview

collection-and-generics

convit-keras

Implementation of ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases in Keras

convmixer-tensorflow

Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras

convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

covid19_tracker

An app which will track all the COVID-19 updates amid the pandemic we all are suffering from.

covidified

credit-card-fraud-detection

This project is used to study the fraud cases because of Credit Cards. Anomaly Detection packages of Sklearn is used to do this project.

crud-flutter-firebase

cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

darknet

Convolutional Neural Networks

data-science--cheat-sheet

Cheat Sheets

data-structures-and-algorithm

Data Structures and Algorithm using JAVA

decision-tree

It is a project based upon Decision Tree Making Algorithm, which uses the famous Python Libraries like numpy, pandas, matplotlib and sklearn.

deep-learning

Deep learning.

devexpo-app

Final App of Devexpo

devexpo-app-template

devlibrary

Source code for Google's Dev Library

diabetic-retinopathy-detection-2

Tensorflow based Android App for Diabetic Retinopathy Detection using Deep Neural Network

dlaicourse

Notebooks for learning deep learning

docker-basics

Basics of Docker

document-viewer

driver-sleeping-detection---computer-vision

This project alarms the driver if he/she falls asleep and the project also detects detects the road sign boards and reads it out to the driver.

ds-algo

Implementation of Data structures and Algorithms at Apni Kaksha Java Placement Course

dsa-geeksclasses

DSA-Self Paced With Doubt Assistance Course Solutions in Python (Python 3)

e2e-tflite-tutorials

Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.

examples

TensorFlow examples

exercise-files-for-dart-course-dsckiit

I teach Dart in DSCKIIT's Youtube channel. So the code, I write are uploaded here.

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