Hi, my name is
Aidill Fitri
I build end-to-end analytics solutions — from data pipelines and warehouse architecture to executive dashboards and AI-powered products. 5+ years across fintech, enterprise, and global operations.
About
One career, many dimensions.
I'm a Data & Analytics Professional based in Cyberjaya, Malaysia, with 5+ years of experience delivering end-to-end solutions across fintech, oil & gas, and global tech operations. My work spans the full data lifecycle — from architecture and pipeline development to dashboard delivery and AI-powered products.
My career has been a deliberate expansion at each step. I started building analytics foundations at Genpact, then deepened into data engineering and AI at PETRONAS Digital, scaled to regional operations across 4 APAC markets at TDCX (Google partnership), and now operate as a full-stack data professional at Deriv — building everything from Medallion architectures and C-suite dashboards to RAG chatbots.
What sets me apart is how I bridge technical execution with business outcomes. I gather requirements from senior stakeholders, translate them into structured user stories, manage delivery end-to-end, and conduct UAT to ensure solutions meet business expectations. Whether I'm presenting a simulation model to the CFO or running A/B tests to validate a hypothesis, I bring the same focus: turn complex data into clear, actionable outcomes.
Current Role
Data Engineer & Sr AI Business Analyst
Deriv · Fintech
Experience
Where I've worked.
Data Engineer & Senior AI Business Analyst
Deriv · Fintech · Online Trading Platform
Nov 2024 – Present
- •Gathered requirements from Finance, FP&A, HR Ops, and C-suite leadership; translated into user stories and phased delivery roadmaps
- •Built C-suite financial planning dashboard with 3 scenario simulation models, conducting UAT with CEO and CFO before each release
- •Delivered AI-powered RAG chatbot reducing HR support requests by 60%, managing full project lifecycle from discovery to post-launch KPI monitoring
- •Led BigQuery regional migration (90 datasets, 1,700+ tables), directing a team of 3 engineers with cross-functional stakeholder coordination
Senior Data Analyst – Google (APAC)
TDCX Malaysia · Business Process Outsourcing · Google Partnership
Oct 2023 – Nov 2024
- •Gathered requirements from senior stakeholders across 4 APAC markets, translating them into actionable user stories and delivery milestones
- •Built operational dashboards in Power BI and Looker Studio for real-time KPI monitoring, used by business and operations leadership
- •Automated manual reporting with Python, reducing repetitive tasks by 50%; ran A/B comparisons on reporting formats to optimise stakeholder adoption
Data Analyst – Knowledge Management
PETRONAS Digital · Oil & Gas · Enterprise Data
Nov 2022 – Oct 2023
- •Facilitated requirement-gathering sessions with engineers, safety officers, and IT stakeholders; bridged communication between technical and business teams
- •Developed ML models to extract business glossary from 30,000+ documents, conducting UAT to ensure compliance with PETRONAS Data Governance policy
- •Enhanced J.AI (enterprise AI chat platform) for 40,000+ users through prompt quality analysis and stakeholder-driven improvement cycles
Associate – Data Analyst
Genpact Malaysia · Global Professional Services
May 2021 – Oct 2022
- •Built Looker dashboards for monitoring team performance, enabling quality leads to prioritise interventions with data-driven decisions
- •Conducted root-cause error analysis across content categories, scheduling targeted training based on findings per operational cycle
- •Labeled multi-modal data (video, audio, text, image) to generate ML training datasets, managing quality standards across team deliverables
Projects
Things I've built.
A selection of projects that demonstrate range across data engineering, analytics, AI, and product delivery. Click any project to see the full case study.
Financial Planning & Simulation Dashboard
C-suite decision tool with 3 scenario simulation models for strategic financial planning
Claims & Reimbursement System
End-to-end data ecosystem from ERP ingestion to AI-powered self-service chatbot
BigQuery Regional Migration (US → Asia)
Enterprise-scale data warehouse migration with zero data loss across 90+ datasets
J.AI Platform Enhancement
Prompt engineering framework for enterprise AI platform serving 40,000+ users
Procure360 – AI Procurement Platform
Data integration backbone for AI-driven procurement and vendor management
Skills
Tools & technologies.
Data & Analytics
AI & Machine Learning
Data Engineering
Databases & Cloud
Automation & RPA
Strategy & Delivery
Contact
Let's work together.
I'm currently open to new opportunities in data analytics, data engineering, and AI solutions. Whether you have a role in mind or just want to connect, my inbox is always open.