Hi, I'm Prathushan Inparaj

I'm a

Computer Science and Engineering enthusiast with a strong foundation in Data Science.

Contact Me View Projects

About Me

Prathushan Inparaj

Computer Science & Engineering Graduate

I am a Computer Science and Engineering enthusiast with a strong foundation in Data Science. I continuously strive to learn and innovate, with an academic background coupled with a proactive mindset that drives exploration of the intersections of data science and computer science.

Skills

Python Machine Learning Deep Learning TensorFlow PyTorch PySpark Databricks Power BI Flask ReactJS MongoDB ArcGIS

Languages

English Professional Working Proficiency
Tamil Native or Bilingual Proficiency

Experience

Machine Learning Engineer

H2O.ai | June 2024 - Present

  • Contributed to Enterprise H2OGPT development, focusing on agent functionalities
  • Played a pivotal role in H2OGPT Agent platform development
  • Contributed to LLM Data Studio v0.6.1
  • Designed and implemented a Multi-Agent System "GenAI as an Investment Advisor"
  • Developed an RFP Generator application using LLMs
  • Built a Recruiter Application for job descriptions and candidate shortlisting
Python

Intern Customer Data Science

H2O.ai | August 2023 - May 2024

  • Led development of "FeatureStory" application
  • Developed RFP Generator application
  • Built Recruiter Application for job descriptions and candidate shortlisting
Python

Data Science Intern

OCTAVE | January 2023 - June 2023

  • Led development of Offer Prioritization and Customer Distribution modules
  • Implemented end-to-end pipeline for target selection to SMS content generation
  • Generated backend tables for Management Dashboard and Gross Profit Margin Dashboard
  • Conducted research on Knowledge Repository development
  • Contributed to Organizing Committee of Data Storm 4.0
  • Played key role in Retail Committee of OCTAVE
PySpark Databricks Power BI

Teaching Assistant

University of Moratuwa | September 2023 - December 2023

  • Preparing questions for 3rd year students for the Data Mining module.

Projects

XAI for Image Segmentation of Cervical Cancer Cells

Final year research project on pixel-wise segmentation of cervical cell images using a weakly supervised learning approach, integrating Explainable Artificial Intelligence methods with a Binary Classification model.

Machine Learning TensorFlow Python PyTorch XAI Deep Learning
August 2023 - Present

Fault Detection with Vibration Data Analytics

A predictive maintenance system utilizes vibration data from various factory machines to offer insights, detect potential faults in advance, and validate predictions using Explainable AI.

Machine Learning Data Science XAI Data Analytics
July 2023 - November 2023

US Road Construction and Closures Dashboard

An extensive analysis conducted on the US Road Construction and Closures dataset, which encompasses more than 6.2 million records, an interactive dashboard was developed using Tableau.

Data Science Data Visualization Tableau
February 2023 - July 2023

We-mail

Mobile application for android users to automate email workflow with editable email templates. Templates can be created from scratch and saved for future use as well.

Flutter ObjectBox Full-Stack Development
August 2022 - Present

Human Resource Management System

Created a web application for a Human Resource Management System. Objective was to implement database concepts.

React Node.js MySQL Full-Stack Development
February 2022 - May 2022

Supplier Management System

Web based application for a company to manage their suppliers and supply records details. Implemented using React, Nodejs and MySQL. Deployed through Netlify and Heroku.

React Node.js MySQL Full-Stack Development
February 2022 - May 2022

Covid-19 Self Isolation Monitoring System

A system to monitor and manage Covid-19 patients in self-isolation.

Web Development
August 2021 - December 2021

Education

BSc (Hons) Engineering

Department of Computer Science and Engineering, University of Moratuwa

January 2020 - July 2024

CGPA: 3.776

Achievements: Dean's List in Semesters 1, 2, 4, and 8

G.C.E A/L Examination - Physical Science

St. Michael's College

August 2018

Achievements: Island Rank 154, District Rank 4, Z Score 2.284, 3A

Certifications

Initial Course on CrewAI

CrewAI

August 2024

AI Agents

Getting Started with Accelerated Computing in CUDA C/C++

NVIDIA

March 2024

TensorFlow: Neural Networks and Working with Tables

LinkedIn

July 2023

Credential ID: 2e8be154303016d1d9c18ca810a06201b26e3a69336a17ce6022d52b2d4bae1a

Neural Networks TensorFlow

Certificate of Participation in Codegoda 2023

Unstop

April 2023

Credential ID: 66f593ee-cb51-4dff-ac4f-9d57eabdb500

Problem Solving Python (Programming Language)

Git from Scratch

LinkedIn

July 2022

Git

SQL

Sololearn

May 2022

Credential ID: 25705679-1060

SQL

Python Core

Sololearn

September 2021

Credential ID: 21263002

Python

Accomplishments

  • Best Paper Award of the Smart Computing Track - SCSE 2024

    For the paper titled "EnsembleCAM: Unified Visualization for Explainable Cervical Cancer Identification" - Department of Industrial Management, Faculty of Science, University of Kelaniya, Sri Lanka (September 2024)

  • APAN56 Datathon | Top 7 Teams

    Developed a city recommendation system for wind and solar energy ventures using weather and geographical data from Sri Lanka (August 2023)

  • ChallengerX - Sri Lanka's first AI/ML Incubator Program and Competition | Champion

    Team "Data Dreamers" developed a disaster simulation platform with ArcGIS-powered maps for visualizing assets and disaster events (May 2023)

  • Runners-up of Data Storm 3.0 Hackathon

    Organized by OCTAVE (April 2022) - Developed strategies to address business challenges using real-world data to analyze and predict sales trends

  • Idealize 2022 - Finalist

    Developed a mobile application for Android users to automate email workflow with editable email templates (September 2022)

  • Article Challenge (Tamil Medium) for IDUS-2021 | 1st Place

    Sri Lanka Universities Sports Association (September 2021)

  • Dean's List in Semesters 1, 2, 4, and 8

    University of Moratuwa

Publications

EnsembleCAM: Unified Visualization for Explainable Cervical Cancer Identification

2024 International Research Conference on Smart Computing and Systems Engineering (SCSE)

Best Paper Award in the Smart Computing Track

View on IEEE Xplore
Explainable AI Medical Imaging Cancer Detection

Interpretable Cervical Cell Classification: A Comparative Analysis

4th International Conference on Advanced Research in Computing (ICARC2024)

View on IEEE Xplore
Machine Learning Cell Classification Medical Research

Contact Me

Email

prathushan99@gmail.com

Phone

0716994360

LinkedIn

prathushan-inparaj

Location

Batticaloa, Sri Lanka