Luqman Naqib
@luqmannaqib
Data scientist and analyst skilled in ML, automation, and operational analytics for business impact.
SingaporeWhat I'm looking for
I am a data scientist and analyst with hands-on experience building ML systems, analytics dashboards, and automation tools across finance, logistics, and AI research contexts.
At AI Singapore I developed a scalable RAG pipeline on GCP, fine-tuned LLMs with LoRA (published to Hugging Face), and built AI-enabled document tagging tools that improved retrieval precision and latency.
In industry roles with Shopee SPX and FedEx Singapore I delivered automated KPI dashboards (Power BI, Excel), quantitative analyses using SQL and Advanced Excel, and automated Python/VBA solutions that streamlined reporting and supported regional leadership decisions.
I bring structured modelling and quantitative rigour from my BSc in Data Science and Analytics (NUS), a track record of deploying reproducible ML work, and a bias for delivering client-ready insights that inform operational strategy.
Experience
Work history, roles, and key accomplishments
AI Ops Apprentice
DBS Bank
Jan 2026 - Present (5 months)
Incoming role focusing on AI operationalization and banking technology to support production-ready AI systems and operational workflows.
Artificial Intelligence Intern
AI Singapore
Jan 2025 - May 2025 (4 months)
Developed a scalable RAG pipeline on GCP, fine-tuned LLMs with LoRA achieving 94% accuracy, published models to Hugging Face, and built AI tools improving retrieval precision and latency.
Data Analyst Intern
Shopee SPX
Jan 2024 - Jul 2024 (6 months)
Performed quantitative analysis using Advanced Excel and SQL to track regional logistics KPIs, built financial dashboards for rider compensation, and deployed an automated Python chatbot for KPI recommendations.
Data Analyst Intern
Federal Express Singapore
May 2023 - Aug 2023 (3 months)
Built automated Power BI and Excel dashboards to track weekly shipment KPIs, partnered with Operational Excellence teams across SEA, and automated reporting using VBA to reduce manual work.
Education
Degrees, certifications, and relevant coursework
National University of Singapore
Bachelor of Science, Data Science and Analytics
2021 - 2025
Bachelor of Science in Data Science and Analytics with coursework in regression, statistical learning, machine learning, fintech data science, and optimization; completed project work on time-series stock recommendation, real estate price prediction, and library resource optimization.
Tech stack
Software and tools used professionally
Availability
Location
SingaporeAuthorized to work in
Job categories
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