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Hi, I am

Jayathri Ranasinghe

Computer Engineering Undergraduate

Industry Experience

Software Engineering Intern - ML/AI @Unicorn-Solutions (Pvt) Ltd March 2024 - Present

  • Machine Learning Project
    Contribution:
    • Data preprocessing: feature engineering, encoding
    • Training models: working with traditional models
    • Fine tuning and model evaluation
    • Technologies: Python and Build-in libraries for ML
      Tools: Git | BitBucket | JIRA | Confluence

Software Engineering Intern @Unicorn-Solutions (Pvt) Ltd July 2023 - Dec 2023

  • QuickIn: Human Resource Management System
    Contribution:
    • Worked on bugfixes (mostly backend)
    • Developer testing for first production release
    • Fully developed the Admin Panel frontend for the system
    • Azure dev environment releases
    • Technologies: React.js with Redux.js | .NET with minimal API | MongoDB | Azure
      Tools: Git | BitBucket | JIRA | Confluence
  • Machine Learning Project
    Contribution:
    • Data preprocessing
    • Training models
    • Fine tuning and model evaluation
    • Technologies: Python and Build-in libraries for ML
      Tools: Git | BitBucket | JIRA | Confluence

My Ongoing projects

Currently I am working on following projects

Research Project: Long reads binning and classification | Group

Studying the domain DNA, how binning and classifications are done so far and already built python tools.

System for Social Service Association | Individual

This is for an Association which does welfare works such as extending financial assistance and supporting member families with labour at funeral occasions welfare works of the area.

Financial Management, Inventory Management and User Management.

Tools:
  • For frontend: React(TypeScript) with Redux-Saga
  • For backend: Spring Boot Framework
  • For database: MySQL

Completed Projects

I had several opportunities in order to get hands on experience in many projects with different technologies

ML for Analyzing Egg Hatching | Group

Building a Machine Learning model to predict the number of hatching eggs before the eggs are sent to the incubator. Also, we are predicting the methods that rejected eggs can be reduced in the farms in order to increase the profit of the farm.

Tools:
  • Python
  • Google Colab
  • React.js
  • Node.js
  • MongoDB
  • Git, Github

Health watch with emergency notifications | Group

This was a complete software hardware system. The IoT device that we have developed is a wearable on hand wrist.

Tools:
  • Flutter with Dart
  • Node.js
  • Azure services
  • MongoDB
  • Git, Github
  • For hardware: Arduino

Automated Notification System for Examinations | Group

An Automated Notification System that can send reminders automatically to the lecturers who are assigned to examination duties, Due dates will be checked before like 3 days(this can be changed according to the department requirement). Emails and Discord messages will be send through the system.

Tools:
  • Python
  • Google Cloud Services
  • Gmail
  • Discord

Bluetooth Chat Application | Group

Developed a mobile application which can send and receive text message with nearby devices using bluetooth

Tools:
  • Java
  • Android Studio
  • Git, Github

Indivitual Projects

Releases of the apps can be found in Git Repos

Invitation Namer

With load of tools available online, you can create an eligent invitation for your function But how can you edit that again again to all of your guest list.

It is not that hard!

Set up your invitation & guest list and download the latest version of software to your PC according to the OS. Then follow the user guide given and update the invitation and the guest list.

Tools:
  • Python
  • MS Excel Sheets

ToDo App

Manage your daily tasks and deadlines with reminders. This is a simple android application which is build using Flutter and full functionality can be handled offline and in the local storage of your mobile.

Tools:
  • Flutter

My Interests

"Photography is the art of frozen time, the ability to store emotion and feelings within a frame."
~ Meshack Otieno ~

Photography

I love making memories with my camera and study photography to make beautiful art clicks.

Visit my blog

Read what I think while enjoying a roller coaster ride...

Get in touch