Hello, I'm

I'm ingesting new knowledge and leveling up my skills by pulling lessons asynchronously from the Kafka queue of experience.

Hi Memoji

About Me

I am a distributed systems engineer and backend developer with experience in technologies like Python, Kafka, PostgreSQL, Docker, Kubernetes, React, Django, and more. I have a passion for creating resilient and fault-tolerant systems. As a lifelong learner, I continuously expand my knowledge and skills including machine learning, web development, and cloud technologies to take on new challenges. I am an excellent team player who approaches work in a punctual and efficient manner.

Skills

Education

Experience

Certifications

  • Django
  • Flutter
  • Node.js
  • PostgreSQL
  • Kubernetes
  • Kafka
  • Spring Boot

My Projects

  • Chat-Time
    Chat-Time

    Coded a real-time chat website using React, Node.js and Appwrite Cloud that implemented client-server subscription for real-time messaging and allowed message deletion based on message IDs.

  • FCC-HFTracer
    FCC-HFTracer

    Developed a website visualization of publicly available FCC data between locations using indexing to optimize complex queries hosted on a GCP server and SQL instance.

  • Distributed Machine Learning Cluster
    Distributed Machine Learning Cluster

    Implemented a distributed machine learning system with 10 nodes having integrated failure detection using a logsaver program and versioned file system with replication for efficient storage and maintenance.

  • VTOP Extended
    VTOP Extended

    Developed an Android application for Vellore Institute of Technology with authentication, clubs, events, faculty database and additional features like web view of campus portal, online quizzes using Flutter and Firebase.

  • BCFL: Blockchain based Federated Learning
    BCFL: Blockchain based Federated Learning

    Researched improving security and reliability of Federated Learning by incorporating a blockchain-based distributed ledger for model update record-keeping and replacing the central server with Proof-of-Work validated miners.

  • notsosimpletictactoe
    notsosimpletictactoe

    Mobile Tic-Tac-Toe game built with Flutter uses minimax algorithm for AI opponent to allow single player mode.

  • Diabetic Retinopathy Diagnosis
    Diabetic Retinopathy Diagnosis

    Mobile App developed using TensorFlow Lite and Flutter that allows user to upload fundus images to check if a person is suffering from Diabetic Retinopathy. The Model has an accuracy of 91% based on publicly available datasets.

  • Blog Application
    Blog Application

    Backend REST API implementation for a Blog Application based on Spring Boot and MySQL.

Let's Connect
I'm currently looking for new opportunities, my inbox is always open. Whether you have a question or just want to say hi, I'll get back to you as soon as I can! Feel free to reach out to me at dmamritesh@gmail.com
Github IconLinkedin Icon