Tropical AI
An internal AI cockpit: agentic workflows wired into live operational data, so the people running the business can ask questions instead of filing report requests.
🔒 Not publicRukshan Edirisinghe
Data
Scientist
Expertise in AI Agents, ML/DL, NLP, Generative AI, Explainable AI, Python, Data Engineering Techniques, Fabric & Azure, Cloud Computing, Database Technologies, Power BI and Tableau.
What I can do for you
What I get hired for, and the tools I actually ship it with.
End-to-end Power BI solutions for enterprise data, from data modeling and transformation to interactive dashboards, KPIs, and advanced DAX analytics.
Power BIDAXPower QueryTableauExcelSQLSSMSMySQL WorkbenchOracle SQL DeveloperPostgreSQLJaspersoftBusiness CentralDynamics 365
Applied ML end to end: feature engineering, model selection and honest evaluation, from classical regression to deep networks.
PythonRMachine LearningDeep LearningANNCNNRNNRegression AnalysisGame TheoryExplainable AI (XAI)AutoMLGoogle MLTensorFlowKerasPyTorchscikit-learnXGBoostNumPyPandasMatplotlibSeabornR StudioSPSSAnacondaGoogle ColabVS Code
Agentic systems wired into real operational data, so people can ask questions instead of filing report requests.
Generative AINLPLLMLLM AgentsMCPClaude APILangChainPythonFlaskNode.jsTypeScriptJavaScript
AI agents plugged into the tools a business already runs on, including WhatsApp. So routine work stops needing a human in the loop.
WhatsApp APIAI AgentsPythonFlaskTkinterPHPDockerGitHub ActionsPowerShellLinuxGit
Pipelines that land trustworthy data where the reports can reach it: ingestion, lakehouse modelling and orchestration on Azure and Fabric.
Microsoft FabricFabric PipelinesFabric LakehouseFabric Data WarehouseAzure Data FactoryAzure Synapse AnalyticsAzure DatabricksAzure SQL DatabaseAzure Data Lake StorageSQLNoSQLExcel
Vision systems that run where the work happens: face recognition, document extraction, and real-time hand tracking in the browser.
Computer VisionOpenCVPytesseractMediaPipeCNNDeep LearningPythonCThree.jsWebGL
roleData Scientist → AI / Forward Deployed Engineer
focusAgentic systems · LLM tooling · Applied ML · Decision intelligence
domainEnterprise ERP · Business Intelligence · Any Domain
currentlyData Scientist & Forward Deployed Engineer @ Tropical AI
studyingBSc (Hons) Information Technology at UCSC, Univ. of Colombo
philosophySolve real problems with data, Build intelligent solutions, and Create measurable impact
THE WORK IS MORE THAN THE MODEL
Data Scientist focused on what happens beyond the model, building AI, analytics, and data solutions that are reliable, useful, and designed for the people who depend on them.
0
Projects shipped
0+
BI & analytics builds
0
AI & agent systems
Selected work
Twenty-four projects, from agentic AI systems in production to the analysis work I cut my teeth on.
Multi-Company BI Platform
A consolidated Power BI model spanning four Business Central entities: unified financials, matrix income statements, and a DAX layer built to stay maintainable.
🔒 Not publicAlgorithmic Trading
Expert Advisors for MT5 on XAUUSD: zone recovery, trailing straddle and grid systems, with cycle tracking, loss caps and honest backtesting.
🔒 Not publicAll projects
AI · Agents
Tropical AI
An internal AI cockpit: agentic workflows wired into live operational data, so the people running the business can ask questions instead of filing report requests.
🔒 Not public
BI · Enterprise
Multi-Company BI Platform
A consolidated Power BI model spanning four Business Central entities: unified financials, matrix income statements, and a maintainable DAX layer.
🔒 Not public
Quant · Trading
Algorithmic Trading
Expert Advisors for MT5 on XAUUSD: zone recovery, trailing straddle and grid systems, with cycle tracking, loss caps and honest backtesting.
🔒 Not public
Engineering
ERP Ticketing System
A full issue-management platform built for a holdings group: requirements through deployment, and the dissertation to go with it.
🔒 Private repository
Research
Blockchain Research
Share tokenization and dividend distribution on Hyperledger Fabric 2.5, a permissioned-network study from architecture through to chaincode.
⏳ Link coming
AI · Computer Vision
Thumbtype
A two-handed in-air keyboard. The right hand covers A to L and the left M to X, with a depth check separating a real keypress from a pass-over.
↗ Live demo
GitHub
AI · Computer Vision
Particle Sphere
A 3D particle field you shape with your hands, with the radius driven by hand distance and live hand and finger counts.
↗ Live demo
GitHub
AI · Computer Vision
HandSignal
Live hand skeleton tracking that surfaces what the model is actually doing: recognised gesture, hands detected, confidence and frame rate.
↗ Live demo
GitHub
AI · Computer Vision
Araliya
A frangipani that opens and grows from two-handed pinch gestures. One hand controls bud to bloom, the other small to large.
↗ Live demo
GitHub
AI · NLP
Advanced NLP Models for Customer Reviews
Comparative analysis of NLTK's VADER against Hugging Face RoBERTa on Amazon fine-food reviews, showing where each model wins, and where they disagree.
↗ Case study
AI · Machine Learning
Spam Mail Classification
An NLP model that separates spam from legitimate mail, from feature extraction through to evaluation.
↗ Case study
AI · Computer Vision
Face Recognition Attendance System
A Firebase-backed attendance system that recognises and tracks student faces from a live webcam feed.
↗ Case study
AI · Machine Learning
Big Mart Sales Prediction
Predicting outlet sales for Big Mart from a retail dataset: feature engineering, model selection and evaluation in Python.
↗ Case study
BI · Analytics
Fitness Analytics Dashboard
An interactive Power BI dashboard for gyms, fitness centres and wellness businesses: membership, attendance and revenue in one view.
↗ Case study
BI · Analytics
End-to-End Spotify Data Analysis
An end-to-end Spotify data pipeline built on Azure services, surfaced through an advanced Power BI report.
↗ Case study
BI · Analytics
Advanced HR Analytics Dashboard
A dashboard over a company's HR data: headcount, attrition and workforce composition, built for people who don't read spreadsheets.
↗ Case study
BI · Analytics
Food Delivery Sales Analysis
Performance analysis for a food delivery business: orders, revenue and category breakdowns in an advanced Power BI report.
↗ Case study
BI · Analytics
Sales Performance Analysis
Advanced Power BI techniques applied to sales performance: targets, trends and rep-level detail.
↗ Case study
BI · Analytics
Internet Sales Reporting with SQL & Power BI
Moving internet sales reporting from static reports to dynamic visual dashboards, with SQL feeding the model underneath.
↗ Case study
BI · Analytics
Data Professional Survey Breakdown
A Power BI breakdown of survey responses from data professionals across several countries: pay, tooling and satisfaction.
↗ Case study
BI · Analytics
Road Accident Data Analysis
An Excel analysis of 2021–2022 road accident data: casualty patterns, severity and the conditions behind them.
↗ Case study
BI · Analytics
COVID-19 Data Analysis in R
COVID-19 dataset analysis in R: import, cleaning, a binary death indicator, and the descriptive statistics that followed.
↗ Case study
Front-End
Brightway Academy Front-End
Front-end build for Brightway Academy in hand-written HTML and CSS.
↗ Case study
Engineering
Dice Game
A console dice game in C#: two players, turn-based rolls, and accumulate-or-bank scoring.
↗ Case study
What my clients say
Verified reviews from buyers on Fiverr, in their own words.
Amazing experience working with this seller! One of the friendliest developers I've worked with. He understood my requirements really well and made sure everything was clear before starting the development. The dashboard design came out very clean and attractive.
E
ezequieltodd
United Kingdom
United Kingdom
Rukiiz was absolutely amazing! He didn't just deliver, he went above and beyond and got everything done within 24 hours. He took the time to explain things clearly, was super friendly, professional, and really knew his stuff. Honestly, do yourself a favor and hire him. You won't regret it!
L
lionelmraz
United States
United States
5.0
Average rating
7
Countries served
Rukiiz did an exceptional job on my Power BI project. He was professional, responsive, and delivered high-quality visualizations and insights that exceeded my expectations. The dashboard was clean, interactive, and perfectly aligned with the project requirements.
P
punith_p
India
India
Was perfect nothing to say.
S
sachaprooo
France
France
Reviews shown verbatim from my Fiverr profile.
Let's work together
Tell me what you are trying to build. Dashboards, models, agents, or the pipeline underneath them.
Prefer email? Write to Rukshanedirisinghe.98@gmail.com or call +94 76 065 2947.