Dylan Poh Email & Phone Number

Singapore

Singapore

Singapore

• Awarded a contract with a local bank through the successful development and demonstration of a proof of concept (POC) for a customer forecasting model, utilizing various machine learning tools including PySpark, Cloudera Data Science Workbench, and Superset to predict consumer spending and churn rate.• Expertly evaluated the client's business needs and created machine learning models that aligned with their business objectives, utilizing appropriate metrics to support the business use-case.• Adeptly managed communication with multiple stakeholders, ensuring seamless collaboration and preparing effective reports and updates for management and teams globally.• Collaborated with business and IT teams to streamline key workflows, drive results, and identify opportunities for improvement by enhancing internal system integration and optimizing business resources.• Worked on distributed computing systems, leveraging PySpark to build scalable machine learning models, and streamline data processing and analysis.• Conducted exploratory data analysis (EDA) to identify patterns, trends, and anomalies in the data and used data visualization tools such as Matplotlib, Seaborn and Plotly to communicate insights to stakeholders.• Proficient in feature engineering, including selecting, creating, and transforming variables to increase the accuracy and performance of machine learning models• Trained machine learning models on large datasets and performed hyperparameter tuning to optimize model performance

Singapore

Qualification and Recommended Experience Level:- Have programming background in Python- Able to understand databases and run basic SQL queries- Have knowledge and familiarity in software engineering, AI cloud services, data engineering and data management.Competency- Able to understand major AI frameworks and cloud infrastructure, and build an AI model to solve a use case

Singapore

Open to Opportunities

Singapore

• Initiated and implemented data-driven solution to predict bulk carriers’ efficiency at discharging cargo using minimum data within shortest possible timeframe, optimizing the allocation of resources and manpower by 25%.• Devised the framework for collecting relevant data of individual teams’ efficiency for evaluation and optimizing their performance by 15% (Reduces cargo transfer time by 13hrs).• Spearheaded digital transformation for communications between vessels and inter-departments improving productivity by more than 400% (From 5 days to 1 day).• Co-ordinated fleet of vessels, ensuring the uninterrupted flow of business-critical operations. Investigated and implemented workflow for on-time situation analysis reducing operation downtime by 50% (24 hrs to 12 hrs) and slash project time-to-delivery by 25%.• Proactive risks management and corrective measure, reducing worksite incidents by 80% in 3 months (10 incidents to 2 incidents).• Hired and built a diverse team of marine professionals, engineers, general roles and administrative staffs (≈ 250 pax) for all project related activities.• Directed $80m contract to deliver bulk cargo within 3 years, meeting target outcomes on time and under budget.• Managed different functional stakeholders’ communication and prepare communications for management and updates globally.• Strengthened and streamlined schedules/timelines/cost plans that support the business objectives, established budgets, resources, and project deliverables for each project.

Singapore

Singapore

Singapore

• Developed multiple software components using SOA development approach for enterprise-wide intra- and inter-sites operations in real time. • Created complex algorithm to compute and handle large data points that maps relationships between those points to assign a value to each.• Integrated new framework to effectively communicate with legacy systems and designed database schemas and software control interface for embedded hardware system.• Java, Perl, C and CVS (Concurrent Versions System). SDLC (Software development life cycle) – Waterfall model.