Lu Xia Email & Phone Number

Greater London, England, United Kingdom

Performance attribution and risk modelling for top tier institutional funds and fund managers.

Greater London, England, United Kingdom

Deliver enterprise data science solutions based on Databricks and Azure MLOps.

London, England, United Kingdom

Assist teaching delivery and exam marking in Imperial College Business School master and MBA programs for technical related modules, including Math and Statistical Foundations for Analytics (2021 MSc Business Analytics), Database Technologies (2021 MSc Business Analytics) and Strategy (2021 EMBA).

London, England, United Kingdom

Based on Google Cloud Platform for mining 500 million real-world GPS trajectories, aiming to infer users’ mobility features such as home location postcode, workplace, frequency of travel, daily distance of travel and etc. Uncover and visualise the divergence across different demographic subgroup in terms of individual mobility behaviours, potential interest and purpose of travel, which could contribute to customer profiling, personalised marketing and also reveal people’s daily mobility… Show more Based on Google Cloud Platform for mining 500 million real-world GPS trajectories, aiming to infer users’ mobility features such as home location postcode, workplace, frequency of travel, daily distance of travel and etc. Uncover and visualise the divergence across different demographic subgroup in terms of individual mobility behaviours, potential interest and purpose of travel, which could contribute to customer profiling, personalised marketing and also reveal people’s daily mobility pattern recovery since Covid lockdown. Show less

Beijing, China

Deliver weekly KPI report of platform overview highlighting changes in daily active users (DAUs), average play time (APT), retention rate (RR), click through rate (CTR) and other common metrics, drill down by video categories, to help detect anomaly across operation teams. Give in-depth insights into users’ unresponsiveness to their distributed short-videos by data mining and analytical methods, containing three key aspects as user profiling, video content quality, and content categories… Show more Deliver weekly KPI report of platform overview highlighting changes in daily active users (DAUs), average play time (APT), retention rate (RR), click through rate (CTR) and other common metrics, drill down by video categories, to help detect anomaly across operation teams. Give in-depth insights into users’ unresponsiveness to their distributed short-videos by data mining and analytical methods, containing three key aspects as user profiling, video content quality, and content categories followed by cause analysis for each factor. Cooperate and communicate with cross-function engineering and product teams all the way and deliver an insightful report for company decision makers. Show less

Beijing, China

Conduct talks and surveys with targeted user to understand their needs. Write product requirements documents (PRD) for BI digital products including dashboard page and interactive graphs. Collaborate and communicate with cross-function teams and keep track of project progress. Familiar with sketch software for creating prototypes.

Beijing, China

Conduct ABtest to evaluate the performance of product updates. Collect data via hiveSQL and conduct further analysis via R/Python. Write weekly reports regarding evaluations on marketing strategies.

Master Of Science - Ms, Data Science

Bachelor'S Degree, Statistics