Giter Club home page Giter Club logo

| 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

opencv-python icon opencv-python

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

playstore_analysis icon playstore_analysis

This a short Data Analyst Project with Jyputernotebook for the APPS rating in Google Play Store.

pslab-android icon pslab-android

PSLab Android App https://play.google.com/store/apps/details?id=io.pslab

python icon python

All Algorithms implemented in Python

sih-app icon sih-app

The app has the automation to locate you and help to buy "SOLAR PANNEL" with 0% third party vendor installation

sktime icon sktime

A unified framework for machine learning with time series

spec-gdg-n icon spec-gdg-n

The Score Specification provides a developer-centric and platform-agnostic Workload specification to improve developer productivity and experience. It eliminates configuration inconsistencies between environments.

studio icon studio

Content curation tools for Kolibri

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

wps icon wps

The 52°North Web Processing Service enables the deployment of geo-processes on the web in a standardized way.

zyionbot icon zyionbot

Just a normal PROJECT using JAVASCRIPT, this is a normal Javascript Project which helps discord community and server owners to own for playing music.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.