Leo

Leo

Data scientist
United Kingdom

نبذة عني

Many years’ experience in advance data analysis (data science) and big data, machine learning, data mining and Statistical modeling
Rich experience in information management system and data warehouse(Oracle, SQL Server, …

الخبرة

Data scientist

Nuffield Health
Nov 2019 - حتى الآن · 6 سنوات 7 أشهر

As a Data Scientist at Nuffield Health, my role spearhead the extraction of valuable insights from extensive historical data sets and facilitate continuous learning from prospective data. Key Responsibilities: Data Analysis: Maintain a deep understanding of the dynamic healthcare industry, proactively conducting exploratory data analyses and experimental designs. Machine Learning: Develop, design, and implement machine learning models and take responsibility for managing live machine learning models, demonstrating agility in adapting and calibrating models to reflect the latest experiences. Reporting: Prepare and present regular reports, highlighting recommended models and proposed strategies for approval.

 Led the development and implementation of customer churn prediction model,.
 Led the project of product price elasticity modelling (using by deciding price of hospital surgeries)
 Led the development and implementation of web scraping for price of other gym sites and price of surgeries at other private hospital
 Led the development and implementation of COVID-19 prediction model for business plan (Part of work published on family Journal of Nature - Scientific Reports)
 Hospital efficiency analysis (Time series data analysis including resource, price and profile)
 MAKO Robotic Orthopaedic Platform Effectiveness analysis by using Python (Using to monitor doctor surgeries and suggest which platform should use)
 Research projects of health\clinical data analysis (JJP, Long COVID, Health assessment, Weight loss ….)

Research Associate & part-time Lecturer

Department of engineering and design, London south bank University
Jan 2011 - Jan 2015 · 4 سنوات

Worked on DANCER project (Digital Agent Networking for Customer Energy Reduction).
Collect big data from digital sensors, analysis the big dat2011asets.
To analyse data for generating human behavior model based on building energy consumption and provide real time information for decision making.

Research Associate & part-time Tutor

Computer Science Department, Loughborough University, UK
Jan 2006 - Jan 2011 · 5 سنوات

Worked on NECTISE project(Network Enabled Capability Through Innovative Systems Engineering)
An ontology-based intelligent web query tool developed to search different types of information (database, text document, and information on the web).
Developing tools were PHP, JavaScript and MySQL(database administrator)

Researcher

NIHR Biomedical Research Center & King’s College London
Jan 2015

Developed web-base tool (WISH -Web Improvement Support for Healthcare) - on-line information analysed reports was developed.
Developing a clinical Free Text Analysis Tool (based on Gate and UMLS(Unified Medical Language System) with clinical terminology (ICD10 and Snomed CT) by using python and Java.
Maintain data warehouses for NHS data and deal with ETL (Extract, Transform, Load by using SSIS) processes for extraction and processing of clinical data and manage of data quality, analyse the data

المهارات

تقييم البيانات جافا/جافا 2 المتقدمة بايثون (لغة برمجة) قاعدة بيانات SQL مايكروسوفت أزور (خدمة حوسبة سحابية) باور بي آي تابلو Data analysis Data science Big data Machine learning Data mining Statistical modeling Information management systems Data warehouse Oracle SQL Server Snowflake Azure ETL NoSQL databases Windows Linux Project management SQL Java PHP JavaScript C/C++ BI SSIS Gate UMLS ICD10 SNOMED CT MySQL
الإبلاغ عن هذا الملف الشخصي؟