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| ML Engineer with Flakes of DevOps

About Me

I am a versatile engineer with a strong background in the machine learning, product development, developer advocacy, and DevOps. My expertise lies in leveraging some of the cutting-edge techniques and frameworks to build robust and scalable AI solutions, as well as driving product innovation, fostering developer communities, and ensuring efficient deployment and management of applications.

Skills

  • Programming Languages: Python, Java, C++ & Go.
  • Machine Learning: TensorFlow PyTorch Scikit-Learn Keras
  • Deep Learning: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Transformers.
  • Data Processing: Pandas, NumPy, SQL, and Postgresql.
  • Containerization: Docker, Kubernetes.
  • Cloud Platforms: AWS, GCP.
  • Product Development: Agile Methodologies, User Experience (UX) Design, Product Management
  • DevOps: Git Jenkins CircleCI Ansible Terraform

Experience

Currently working as an ML Engineer, I have worked on various machine learning projects spanning diverse domains such as computer vision, natural language processing, predictive analytics, and recommendation systems. I am adept at handling end-to-end machine learning workflows, from data preprocessing and feature engineering to model training, evaluation, and deployment.

I've been As a Product Engineer, I have been involved in the entire product development lifecycle, collaborating with cross-functional teams to design, build, and launch innovative products. My focus has been on translating user needs into functional requirements, optimizing the user experience, and ensuring product quality and scalability.

In my previous role as a Developer Advocate Engineer, I have fostered vibrant developer communities by creating educational content, conducting workshops, and evangelizing new technologies. I have a passion for sharing knowledge and empowering developers to build cutting-edge solutions.

With my DevOps expertise, I have implemented robust CI/CD pipelines, automated deployment processes, and streamlined infrastructure management using tools like Git, Jenkins, CircleCI, Ansible, and Terraform. I am skilled in ensuring efficient and reliable application delivery while maintaining high quality standards.

Saptadeep Banerjee's Projects

ai-image-recogniton-chatbot-llm-model icon ai-image-recogniton-chatbot-llm-model

This is an AI-Gemini Chatbot LLM And Large Image Model Application. You can use this project run into local and ask you images like your talking with in realtime

calculator icon calculator

This is a basic CALCULATOR PROJECT made with HTML, CSS & JAVASCRIPT. This Code is hosted in replit.com for online hassel environment for you guys to check on to it, it's a follow along project from Youtube which helped to deploy this calculator

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

cicero icon cicero

Accord Project Smart Templates Implementation

cooler icon cooler

A cool place to store your Hi-C

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

dingo icon dingo

A python library for metabolic networks sampling and analysis

druid icon druid

Apache Druid: a high performance real-time analytics database.

fieldactivity icon fieldactivity

An app for keeping track of field activity in the Field Observatory project.

googletest icon googletest

GoogleTest - Google Testing and Mocking Framework

gsoc icon gsoc

A guide for participating in Google Summer of Code with Sugar Labs

icecake icon icecake

About It's a chatbot that took me a couple of months to deploy over discord which does pretty good stuff like talking to you when ur lonely and left over. The INVITE_LINK will be in the @ReadME section do try it out with "?" Prefix command.(https://user-images.githubusercontent.com/69459134/202706603-09afb710-ba9f-4b0a

icecake-discord-bot icon icecake-discord-bot

Discord Bot AI with Automation Chat Bot Welcome to the Discord Bot AI repository, where innovation and automation meet in the world of Discord servers. This robust bot, developed using JavaScript and leveraging NPM for its dependencies, is the perfect addition to your server.

id icon id

🆔 The easy-to-use OpenStreetMap editor in JavaScript.

image_caption_generator_with_transformers icon image_caption_generator_with_transformers

This repository contains code for generating captions for images using a Transformer-based model. The model used is the `VisionEncoderDecoderModel` from the Hugging Face Transformers library, specifically the `nlpconnect/vit-gpt2-image-captioning` model.

ivy icon ivy

The Unified AI Framework

mdanalysis icon mdanalysis

MDAnalysis is a Python library to analyze molecular dynamics simulations.

open-event-server icon open-event-server

The Open Event Organizer Server to Manage Events http://open-event-api.herokuapp.com

opencv icon opencv

Open Source Computer Vision Library

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