22 Cases
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Decomposed cancellation drivers across the order lifecycle and both sides of the marketplace to identify high-risk markets, scenarios, and journey stages for operational improvement.
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Production-grade RAG platform with document upload, vector retrieval, multi-LLM switching (OpenAI / Gemini / Claude), dual-layer Redis + PostgreSQL storage, and Docker microservice deployment.
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Led development, integration, and operation of an AI-enabled transportation data platform supporting multimodal mobility analytics, governance, and decision-making.
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Decomposed cancellation drivers across the order lifecycle and both sides of the marketplace to identify high-risk markets, scenarios, and journey stages for operational improvement.
Conducted a deep dive into demand, supply availability, matching efficiency, and completion performance in a priority market to identify localized growth constraints and opportunities.
Studied both demand-side and service-provider journeys to understand how marketplace liquidity, matching efficiency, and participant behavior shaped completion and retention.
Analyzed when cancellations occurred across order states, separating pre- and post-match behavior to identify the highest-value intervention windows.
Planned enterprise reporting platforms, KPI frameworks, and BI solutions so management and operations could make decisions from consistent measures.
Led dashboard optimization, advanced analytics, and performance reporting improvements across multiple business functions.
Integrated mobility data and analyzed origin-destination demand and travel patterns while enhancing the system for evidence-based transport planning.
Applied mobility analytics, demand forecasting, and AI-enabled operational optimization to improve airport taxi utilization and service performance.
Led planning, development, and implementation of AI-enabled maritime safety applications, analytics platforms, operational dashboards, and decision-support systems.
Planned and implemented an AI virtual assistant and multilingual translation capabilities to improve disaster-information accessibility and citizen engagement.
Financial analysis platform combining an LLM Gateway with Playwright browser automation. Multi-agent collaboration (news / finance / trader / data) with Safety Guard and full artifact traceability.
Integrated national weather, vessel static data, and real‑time AIS streams into ClickHouse and deep learning to predict grounding and anomalous behaviors and help prevent maritime incidents.
Compared SARIMA, Holt-Winters, and Prophet under COVID-19 disruptions. Designed three experimental groups (excluding / including / post-COVID data) to quantify the impact of external shocks on time-series forecasting.
3×3 slot game engine combining Monte Carlo simulation with heuristic search to auto-optimize reel configurations under RTP 95% and win rate ≥ 55% constraints. Full-stack implementation with FastAPI backend and React frontend.
Production-grade RAG platform with document upload, vector retrieval, multi-LLM switching (OpenAI / Gemini / Claude), dual-layer Redis + PostgreSQL storage, and Docker microservice deployment.
Led enterprise data integration, governance framework design, and digital transformation planning to create a consistent foundation for trusted data use.
Led development, integration, and operation of an AI-enabled transportation data platform supporting multimodal mobility analytics, governance, and decision-making.
Served as AI planning consultant and trainer to identify railway AI opportunities, shape pilot roadmaps, and build internal delivery capability through workshops.
Supported healthcare AI adoption strategy, pilot implementation, and stakeholder capability building within a practical governance and feasibility framework.
Led AI opportunity identification, proof-of-concept planning, and organizational training to convert highway digital transformation goals into executable pilots.
Served as project manager and AI/data lead for enterprise AI strategy, use-case assessment, and implementation planning to accelerate data adoption and business innovation.
Developed a phased local-government roadmap spanning digital transformation, data governance, smart-government initiatives, and cybersecurity strategy.
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