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, …
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, Snowflake, Azure), ETL and NoSQL database in windows and Linux
Results-driven professional with over 4 years of experience in project management.
Solid programming skills in Python, SQL, Java, PHP, JavaScript, C/C++
Experience in data visualization tools – Tableau, BI
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 ….)
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.
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)
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
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