Janeesha Wickramasinghe

CSE Undergraduate Specializing in Data Science

Final Year Undergraduate at University of Moratuwa
Former ML Engineer Intern at IronOne
Janeesha profile picture

About Me

Passionate about Machine Learning and data-driven systems, with hands-on experience building end-to-end solutions. I’ve worked across the full lifecycle, from model development and evaluation to deployment, monitoring, and optimization. I enjoy turning ideas into scalable implementations, collaborate effectively in team environments, and adapt quickly to new challenges through continuous learning.

Education

University of Moratuwa, Sri Lanka 2022 - Present

B.Sc Engineering (Hons) (Computer Science & Engineering)

Specializing in Data Science & Engineering

Areas of Interest

  • Machine Learning
  • Data Science
  • NLP
  • Artificial Intelligence
  • Computer Vision
  • MLOps
  • Data Engineering
  • Software Engineering
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Experience

IronOne Technologies

Machine Learning Engineer Intern

location Colombo 02, Sri Lanka
calendar Dec 2024 – May 2025
  • Worked on developing machine learning–based solutions to model risk of credit card customers.
  • Contributed for feature engineering, model development along with training, validation and evaluation to predict customer risk.
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Projects

Image Segmentation

Image Segmentation

Built a U-Net MRI tumor segmentation service for mask prediction and productionized the ML workflow, containerized and deployed.
TensorFlow FastAPI MLflow Docker AWS
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TitanStore

Multi-Agent System

Multi-agent workflow that converts queries into a personalized cart with a knowledge graph for query expansion, MCP tool connections and guardrails.
LangGraph Python React Next.js Langfuse MongoDB
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ELT Data Pipeline

ELT Data Pipeline

Built an ELT pipeline ingesting data into Kafka, and load into a data warehouse. Orchestrated workflows with Airflow and containerized the platform.
Python PostgreSQL Airflow Kafka Docker Spring
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ResQConnect

ResQConnect

AI-powered disaster response coordination app combined with Deep Reinforcement Learning to enhance emergency response operations.
LangGraph Python Redis React Next.js Firebase
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CAFE Framework

Toxicity Detection

A fine-tuned toxicity classifier on the Jigsaw dataset to score online comments as toxic/non-toxic to test fairness across groups.
TensorFlow Python Hugging Face Scikit-Learn
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election

Win Predictor

Win predictor for the presidential election in SL, incorporating a Manifesto Comparator, a RAG chatbot and a sentiment analysis model.
langchain Python TensorFlow Flask Streamlit
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CardioCare

CardioCare

Automated Cardiac Anomalies Detector, utilizes state-of-art machine learning models to achieve high accuracy.
TensorFlow Keras Scikit-Learn Flask Streamlit
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HRMS

HRMS

Human Resource Management System to manage and store employee information and handle leave application status.
React Node.js Material UI Figma MySQL
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Flower Exchange

Flower Exchange

A mini optimized trading system for a flower exchange. It processes incoming orders, executes trades and generates Reports.
C++
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AgriHome

AgriHome

Cultivate Your Green Thumb with Efficiency aiming to create a social network connecting buyers, sellers, and farmers.
Flutter Figma VS Code
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HyperTalk

HyperTalk

Break the silence and bridge the gap with HyperTalk, a real-time bidirectional sign language translator.
PyTorch tensorflow Flutter Node.js Firebase
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RPAL Compiler

RPAL Compiler

An interpreter for RPAL - functional programming language, includes both lexical analyzer and parser which outputs an AST.
Python
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Get in Touch

Contact Me

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janeesha.21@cse.mrt.ac.lk

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Janeesha Wickramasinghe