Transforming raw data into strategic decisions. Three years of work experience, about two in data management, CRM reporting and ERP environments - now building LLM-powered automation.
I'm a data and reporting analyst with three years of work experience, about two of them in data management, CRM reporting and ERP environments. I hold a BSc (Hons) in Data Science from Cardiff Metropolitan University. I care about data quality, I'm good at turning vague requests into something clear, and I'm used to working with sales, operations and leadership. I'm now looking to bring this to product portfolio work at an enterprise software company.
At SHAA Enterprises, I pulled sales, inventory and receivables data out of the Ventura CRM, built the reports management used to make decisions, and automated much of that work in Power Automate. At IFS, I supported ERP data workflows with QA/QC checks and data integration.
Beyond reporting, I build AI automation with safeguards. Findjobs is a three-agent LLM pipeline that researches roles and drafts applications, with its limits enforced in code and every outgoing email held for my approval. I also built an approval-gated social media agent for a landscaping business: it plans and publishes the content, but nothing goes live until the owner approves it from their phone.
Data-DrivenAdvanced Excel, Power BI dashboards and CRM reporting that management uses to decide
Process AutomationPower Automate workflows and LLM agents with limits enforced in code
Business-FirstTurning vague requests into something clear for sales, operations and leadership
MultilingualEnglish, Tamil & Sinhala - bridging communication gaps
Skills
AI & Automation:
LLM Agent Design
Power Automate
Telegram Bot API
Software Testing:
Manual Testing
Regression Testing
Exploratory Testing
Cross-Browser Testing
Defect Reporting
Reporting & BI:
Advanced Excel
Power BI
Power Query
Excel Dashboards
Data Validation
Conditional Formatting
Data Cleaning & Merging
Data Management:
Data Extraction
Data Transformation
Data Quality & Governance
Database Management
CRM / ERP:
Ventura CRM
ERP (IFS exposure)
Collaboration Tools:
SharePoint
OneNote
Microsoft Office Suite
Slack
Languages:
ENEnglish
TATamil
SISinhala
My journey
Professional Experience
Feb 2026 – Present
Junior Software Quality Assurance Engineer
Articcus Global - Onsite, Colombo, Western Province · Freelance
Performed manual functional and regression testing of CRM, ERP, clinic management and Point-of-Sale (POS) applications against business and functional requirements
Designed and executed test cases, scenarios and workflows covering application functionality, user interactions, data validation and business processes
Conducted UI, usability, cross-browser and responsive testing across screen sizes and devices to find layout, navigation, accessibility and user-experience problems
Identified, reproduced and tracked defects with clear steps to reproduce, expected vs. actual results and supporting evidence; reported them over Slack and verified fixes through retesting and regression testing
Conducted exploratory testing to find edge cases not covered by predefined test cases, using Claude AI to review test scenarios and coverage
Prepared testing and functionality reports summarising test coverage, defects, validation results and overall application quality
Oct 2025 – Jan 2026
Data Technician
IFS - Hybrid, Colombo, Sri Lanka
Supported ERP data workflows, keeping the data accurate and compliant
Sourced and interpreted county and state-level data using low-cost methods, within budget and currency guidelines
Processed data from electronic sources so it could be loaded into proprietary software
Ran QA and QC checks on data for accuracy and compliance
Kept team resources up to date on SharePoint, OneNote and internal lists
Trained and mentored colleagues on data acquisition best practices
Sep 2024 – Oct 2025
Data Specialist
SHAA Enterprises - Onsite, Colombo, Sri Lanka
Standardised reporting workflows and automated them in Power Automate, improving report turnaround time
Extracted data from the Ventura CRM and turned raw datasets into reports on sales, inventory and financial performance
Built aging analysis and receivables tracking reports so management could make financial decisions sooner
Supported business decision-making by analysing CRM sales and customer data
Worked as the reporting contact for sales and operations teams: answered their data questions and prepared material for management meetings
Feb 2024 – Aug 2024
Process Associate
HCLTech Sri Lanka - Hybrid, Colombo, Sri Lanka
Handled customer chat support on orders, payments and platform use
Managed orders end to end, including tracking, updates and fixing issues
Kept to service level (SL) targets and reduced chat handling time with quick, accurate replies
Resolved issues efficiently while following quality and process guidelines, keeping customer satisfaction high
Nov 2020 – Oct 2021
Operations Executive
Startek - Onsite, Colombo, Sri Lanka
Took inbound calls on prepaid and post-paid connections in English, Tamil and Sinhala, solved customer problems and recorded satisfaction feedback
Worked on the Airtel account and raised recurring customer issues with management to improve service quality
Discussed operational problems with management and suggested ways to improve the process
Featured work
Key projects
Featured projectOct 2026
Findjobs: Autonomous Job-Application Assistant
A three-agent LLM pipeline for job research and scoring, application drafting and submission, and email and reply classification. The agents coordinate through a shared tracker instead of calling each other, so the repetitive parts run automatically.
Limits in code: daily caps, no deletions, no backward status moves, duplicate detection, file locking and a Telegram chat-ID allowlist - not left to prompts
Human approval: every outgoing email needs explicit approval through a Telegram approval flow
Automation: daily scheduler, follow-up drafting and a web dashboard
Reliability: per-run web-search budget, timeouts for hung model calls, and a health file that skips a failing model for 30 minutes
AI automation
Marketing Agent: Approval-Gated Social Media Automation
A multi-agent system that plans, writes and publishes social media content for a small landscaping company in Western New York. The owner approves every post from their phone before anything goes out, so a small business can post consistently without giving up time on the actual work.
Research and planning: agents check the live company website for changes and pull real local weather forecasts, then a content strategist builds a two-week calendar by service and market
Quality control: a QA agent blocks placeholder text and unverified claims, such as licensing or insurance statements the owner hasn't confirmed
Human in the loop: the owner approves, rejects, reschedules or requests changes over WhatsApp. Approval is tied to a fingerprint of the exact media, captions and schedule they saw, so an edited post can't go out under an old approval
Safe publishing: posts go through Meta's official Instagram API, idempotency keys prevent double posts, PAUSE ALL halts everything, and a dry-run mode tests the full pipeline without a real account
Browser extensionSep 2026
mindryou: Cross-Browser Reminder Extension with Accounts and Sync
A Manifest V3 Chrome/Edge extension in vanilla JavaScript for daily, weekly, monthly and annual reminders, with a stateless service worker and a single write path.
Manifest V3JavaScriptFirebaseC#/.NET
Two-way Firestore sync with email/password and Google sign-in - merge by newest update, tombstones for deletions, retry on next sync
Security rules for reminder assignment, tested against the Firestore emulator
C#/.NET 10 WinForms companion with an overlay hidden from screen capture, linked via native messaging and an Inno Setup installer
Continuously learning and building - new projects will be added here.
Academic background
Education
Bachelor of Science (Hons) in Data Science
Cardiff Metropolitan University, UK
Nov 2023 – Nov 2025
Data AnalyticsMachine LearningStatisticsDatabase Systems
Higher Diploma in Computing & Software Engineering Merit
Cardiff Metropolitan University, UK
Nov 2021 – Oct 2023
Software EngineeringComputing FundamentalsMerit Award
Credentials
Certifications
Python Project for Data Science
IBM
2024
Python (Basic) Certification
HackerRank
2024
Let's work together
Ready to turn data into your advantage?
I'm looking for product portfolio, business analyst or BI roles at an enterprise software company, where I can bring careful data work and clear reporting. Let's connect and explore what we can build together.