Sayan Nath
Undergraduate Student Researcher at Jadavpur University- Claim this Profile
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Bio
Credentials
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Optimize TensorFlow Models For Deployment with TensorRT
CourseraAug, 2021- Oct, 2024 -
Core Team Member DSC KIIT
Google DevelopersJul, 2021- Oct, 2024 -
Git and Github Essentials
AmigoscodeApr, 2021- Oct, 2024 -
Getting Started with Spring Boot
AmigoscodeFeb, 2021- Oct, 2024 -
30 Days of Kotlin Campaign
Google DevelopersJul, 2020- Oct, 2024 -
Build a Machine Learning Web App with Streamlit and Python
CourseraJul, 2020- Oct, 2024 -
Deploy Models with TensorFlow Serving and Flask
CourseraJul, 2020- Oct, 2024 -
Device-based Models with TensorFlow Lite
CourseraJul, 2020- Oct, 2024 -
Sequences, Time Series and Prediction
CourseraJul, 2020- Oct, 2024 -
Tensorflow in Practice
deeplearning.aiJul, 2020- Oct, 2024 -
Convolutional Neural Networks in TensorFlow
CourseraJun, 2020- Oct, 2024 -
Image Data Augmentation with Keras
CourseraJun, 2020- Oct, 2024 -
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
CourseraJun, 2020- Oct, 2024 -
Natural Language Processing with Tensorflow
CourseraMay, 2020- Oct, 2024 -
Explore ML Trainer
Google DevelopersApr, 2020- Oct, 2024 -
Flutter Clock Challenge
Flutter by GoogleJan, 2020- Oct, 2024 -
Neural Networks and Deep Learning
CourseraOct, 2019- Oct, 2024 -
Application Development - Python
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
Baseline: Data, ML, AI
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
Data Science on Google Cloud Platform: Machine Learning
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
Intro to ML: Image Processing
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
Intro to ML: Language Processing
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
Kubernetes in the Google Cloud
Google Cloud Platform CertifiedAug, 2019- Oct, 2024 -
MTA: Introduction to Programming Using Java - Certified 2019
MicrosoftJun, 2019- Oct, 2024 -
MTA: Introduction to Programming Using Python - Certified 2019
MicrosoftJun, 2019- Oct, 2024 -
Machine Learning and Data Science
LearnCodeOnline.inJun, 2019- Oct, 2024 -
FLUTTER CREATE
Flutter by GoogleMay, 2019- Oct, 2024 -
FLUTTER CREATE
Flutter by GoogleMay, 2019- Oct, 2024
Experience
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Jadavpur University
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Higher Education
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700 & Above Employee
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Undergraduate Student Researcher
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May 2021 - Present
Areas of work:• Working on Generative Adversarial Networks for bio-medical images.• Working on Contour Plotting, Bounding Box and Object Detection Models like YOLOV5, EfficientDet and etc.Supervisor:Prof Dr Nibaran Das Areas of work:• Working on Generative Adversarial Networks for bio-medical images.• Working on Contour Plotting, Bounding Box and Object Detection Models like YOLOV5, EfficientDet and etc.Supervisor:Prof Dr Nibaran Das
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DSC KIIT
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India
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Education Administration Programs
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1 - 100 Employee
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Lead
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Jul 2021 - Present
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Core Team Member
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Oct 2020 - Present
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Technical Team Member
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Sep 2019 - Oct 2020
Developer Student Clubs (DSC) is a Google Developers program for university students to learn mobile and web development skills. My role in this community was to help empower other people to learn about the importance of Machine Learning and Mobile Development do more and collaborate to produce real-life solutions.I helped organize local events in my University and also organized DevExpo which is the flagship event of Developers Students Club were speakers from reputed companies like Hotstar, Google and others took part.
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Juppiter AI Labs ✔
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India
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IT Services and IT Consulting
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1 - 100 Employee
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Machine Learning Engineer
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Aug 2021 - Present
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Data Science Intern
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Apr 2021 - Jul 2021
Roles/Responsibilities• Worked on Optical Character Recognition(OCR) and Face Matching with Tensorflow, Keras and TFLite. Integrated in Flutter App as well.• Created the backend using Nodejs, Express, Redis, Socket.io, MongoDB and maintained AWS Server with EC2 instances and S3 bucket.• Scaled the complete backend with horizontal scaling to increase efficiency by 70%• Mentored 2 engineers to deploy the app in Play Store and App Store. Also got awarded for youngest talent
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Software Developer
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May 2021 - Present
Roles/ResponsibilitiesTBA Roles/ResponsibilitiesTBA
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CODEBUGGED
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India
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Software Development
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1 - 100 Employee
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Junior Data Scientist
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Feb 2021 - Oct 2021
Role/Responsibilities• Build many Computer Vision Models as per customer requirement. Optimised the models with various optimisation technique like Quantisation, Weight Pruning and Weight Clustering.• Played a major role for developing Ikshana AI. Worked with TensorFlow Object Detection API, TensorFlow JS and TensorFlow Lite to build the model and deploy it in edge devices.• Worked with big companies like Mahindra and PropDial.
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Backend and Flutter Developer
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Aug 2020 - Jan 2021
Roles/Responsibilities• Identified Software and DB Architecture based as per customer requirements, performed version control and refining product.• Created the backend using Nodejs, Express, MongoDB, MySQL and maintained Digital Ocean Server with Droplet and Storage bucket.
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Google Summer of Code
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Software Development
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200 - 300 Employee
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Google Summer of Code Student Developer
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May 2021 - Aug 2021
• Understand the Tensorflow Lite Task Library.• Implemented CameraX and remove the usage of fragments with the existing Camera2 and Camera API in Object Detection App• Implement Support Library with TensorFlow Lite Interpreter.• Implemented Data Binding• Implemented the Image to BitMap conversion and modify Support Library and Task Library• Modified the Test Code in Android• Adding a Bounding Box Function in tflite-support Library. • Understand the Tensorflow Lite Task Library.• Implemented CameraX and remove the usage of fragments with the existing Camera2 and Camera API in Object Detection App• Implement Support Library with TensorFlow Lite Interpreter.• Implemented Data Binding• Implemented the Image to BitMap conversion and modify Support Library and Task Library• Modified the Test Code in Android• Adding a Bounding Box Function in tflite-support Library.
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President
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Oct 2020 - Aug 2021
CodeChef KIIT Chapter, an initiative for the students who are enthusiastic about programming.Roles/Responsibilities• Manage the whole team.• Organise sessions and events.• Guide and Mentor various students. CodeChef KIIT Chapter, an initiative for the students who are enthusiastic about programming.Roles/Responsibilities• Manage the whole team.• Organise sessions and events.• Guide and Mentor various students.
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IoT Lab, KiiT
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India
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Information Technology & Services
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1 - 100 Employee
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Machine Learning Team Lead
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Jan 2021 - Jul 2021
A group of dedicated students and faculties who are keenly focused on working towards the betterment of society through technology believing that small steps gradually contribute to bigger and better changes.Even though we are a research lab, we harbour all domains, technical and non-technical for a complete in-house holistic appraoch towards everything.
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Deep Learning Reseacher
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Feb 2020 - Jan 2021
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Vulmiqi
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India
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Software Development
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Flutter Developer
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Jul 2020 - Nov 2020
Businesses Made Simple, Software Solutions By Us, For You Businesses Made Simple, Software Solutions By Us, For You
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Kyrion Technologies
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India
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Computer and Network Security
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1 - 100 Employee
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Android Developer
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Jun 2019 - Jun 2019
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Machine Learning Engineer
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Jun 2019 - Jun 2019
Kyrion Technologies, Flagship Company of Kyrion Group, is working towards the vision to develop India as a Skilled Nation.
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Education
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Kalinga Institute of Industrial Technology, Bhubaneswar
Bachelor of Technology - BTech, Information Technology -
St. Joans school
Class 12, Science