Tharaka Samaraweera

Data Science

https://www.opentalent.in/tharaka-samaraweera

Data Science with less than a year in Machine Learning, Data Analysis & Software Development

Key Strengths

Strong foundational knowledge in Data Science, evidenced by academic specialization and relevant projects.
Practical experience with AI/ML concepts, including semantic search, RAG, and multi-agent systems in the Real Estate AI Platform project.
Proficiency in data visualization and business intelligence tools like Power BI for churn and supply chain analysis.
Exposure to various programming languages (Python, Java, Kotlin, JavaScript) and frameworks (FastAPI, React, MERN stack).
Certifications in AI/ML, Python, Data Fundamentals, and AWS demonstrate a proactive learning attitude.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's academic background specializing in Data Science, coupled with a range of projects spanning full-stack development, mobile apps, and AI/ML, indicates a broad interest in technology and a willingness to explore different domains. This diversity suggests adaptability and a collaborative mindset, which are positive indicators for cultural fit. The focus on building user-friendly and efficient solutions aligns with a product-oriented culture. However, the lack of professional experience means their ability to integrate into a corporate culture and handle professional responsibilities is yet to be demonstrated.

Soft Skills & Operational Fit

The candidate demonstrates a proactive and motivated attitude towards learning and applying technical skills, as evidenced by diverse academic projects and certifications. Their problem-solving abilities and passion for user-friendly, efficient, and scalable solutions suggest a good operational fit for roles requiring innovation and practical application of data science principles. However, without direct work experience, the ability to navigate complex team dynamics or high-pressure environments is unproven.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

About

Motivated Data Science undergraduate with hands-on experience in machine learning, data analysis, software development, mobile app development, and full-stack web development. Skilled in Python, Kotlin, JavaScript, UI/UX design, and database management. Strong problem-solving abilities with a passion for building user-friendly, efficient, and scalable solutions. Seeking an internship or entry-level role in Data Science or IT to apply technical knowledge and contribute to innovative projects.

Top Skills

PythonUI/UX Design

Education

Sri Lanka Institute of Information Technology (SLIIT)

BSc (Hons) · Information Technology (Specializing in Data Science)

January 1, 2023 – June 1, 2026

Pinnawala Central College

GCE A/L · Bio Science Stream

January 1, 2019 – December 31, 2019

Projects

Customer Churn Analysis Dashboard – Power BI

June 1, 2026 – June 1, 2026

Built an interactive Power BI dashboard to analyze customer churn patterns and retention trends. Performed data cleaning using Power Query and created visual reports with filters and slicers. Identified key factors influencing customer churn through data visualization.

Supply Chain Performance Dashboard – Power BI

June 1, 2026 – June 1, 2026

Developed an interactive Power BI dashboard to analyze supply chain operations and delivery performance. Created KPI metrics to monitor shipping delays, regional sales trends, and order fulfilment efficiency. Designed visual reports with filters and slicers to support data-driven operational decisions.

Real Estate AI Platform

August 1, 2025 – October 31, 2025

Developed an AI-driven real estate analysis platform using FastAPI, React, MongoDB, FAISS, and Gemini AI. Built multi-agent price and location evaluation with semantic search, RAG-based insights, JWT auth, and vector retrieval for fast, accurate property analytics.

Money Master – Personal Finance Tracker

April 1, 2025 – May 31, 2025

Kotlin-based Android application featuring expense/income tracking, budgeting, charts, multi-currency support, user authentication, and data backup.

Pet Adoption & Care System

February 1, 2025 – June 30, 2025

Full-stack MERN application with Tailwind CSS for pet registration, appointment scheduling, adoption workflows, and event management. Designed responsive UI and admin dashboard.

TrainGo – Railway Booking System

August 1, 2024 – October 31, 2024

Java-powered railway management system enabling seat booking and real-time train tracking with admin tools for schedule management.

RouteMaster – Bus Booking Platform

January 1, 2024 – June 30, 2024

Secure web-based bus scheduling and booking system supporting online payments and ticket management with admin and driver modules.

Certifications

AI/ML Engineer - Stage 1 Certificate of completion

SLIIT

June 1, 2026 – Present

Python for Beginners - Certificate of completion

University of Moratuwa

June 1, 2026 – Present

Data Fundamentals - Certificate of completion

Student Ambassador Program with IBM SkillsBuild

June 1, 2026 – Present

AWS Computing Solutions - Certificate of completion

AWS Training & Certification

June 1, 2026 – Present

Key Strengths

Strong foundational knowledge in Data Science, evidenced by academic specialization and relevant projects.
Practical experience with AI/ML concepts, including semantic search, RAG, and multi-agent systems in the Real Estate AI Platform project.
Proficiency in data visualization and business intelligence tools like Power BI for churn and supply chain analysis.
Exposure to various programming languages (Python, Java, Kotlin, JavaScript) and frameworks (FastAPI, React, MERN stack).
Certifications in AI/ML, Python, Data Fundamentals, and AWS demonstrate a proactive learning attitude.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit