Sep 2023 - Present
With the experience specializing in supporting Azure Data Factory (ADF). Adept at resolving diverse challenges related to data integration, various data sources, network configurations, and virtual networks. Committed to delivering high-quality solutions that meet and exceed client expectations.
- Provide expert guidance and support to clients in utilizing Azure Data Factory for seamless data integration and transformation.
- Resolve complex issues related to different data sources, ensuring smooth data workflows within Azure Data Factory.
- Collaborate with clients to optimize network configurations, troubleshoot virtual network issues, and enhance overall system performance.
- Conduct comprehensive assessments of clients' existing infrastructure to identify areas for improvement and optimization.
Skills: Azure Data Factory · Synapse Integration · Azure
Oct 2022 - Feb 2023
As a Technical Specialist(Risk Management), I had the opportunity to work on a project related to the implementation of ISO27001 information security standards within our organization. My responsibilities included identifying risks associated with various business units and technologies, creating a risk matrix, and developing risk assessment reports and treatment plans.
We began by conducting a thorough analysis of our organization's information security posture, identifying potential risks and vulnerabilities across all departments and IT systems. I then worked with other members of the team to establish a risk matrix, which helped to prioritize risks based on their severity and potential impact on our organization.
Using this risk matrix as a guide, we then created detailed risk assessment reports, which included recommendations for mitigating potential risks and enhancing our overall security posture. These reports were used to inform our risk treatment plan, which outlined specific steps that needed to be taken to reduce our exposure to identified risks.
Skills: Risk Management · ISO 27001
Jun 2021 - Oct2022
As an enterprise architect, I have been responsible for ensuring our the quality, stability, and security of web applications, databases, and operating systems. This has involved comparing different versions of front-ends, back-ends framework, databases, and operating systems to determine the best combination of technologies for our organization.
To achieve this, I have regularly reviewed the latest industry trends and emerging technologies and conducted Proof of Concept (POC) testing to identify the strengths and weaknesses of different technologies. I have also worked closely with developers to provide guidance on the most secure and efficient technology stack for our applications.
As part of my responsibilities, I have also monitored the vulnerabilities and risks associated with different versions of FE/BE framework, databases, and operating systems. I also provided regular suggestions to developers on the latest security threats and recommended solutions to mitigate those risks.
In addition, I have developed and maintained a repository of best practices for FE/BE framework, database management, and operating system administration. This has helped to ensure consistency and standardization across the organization and has facilitated the sharing of knowledge and expertise among developers.
Skills: Deep Learning · Git · Redis · Scrum · CI/CD
Jun 2019 - Jun 2021
I have extensive experience in data governance, including managing metadata, schema, datatypes, business names, and logical names for different databases. To achieve this, I have used various tools such as Alation, which is a popular data cataloging and governance tool.
With Alation, I have created data dictionaries for different databases, which can be accessed by authorized users through LDAP integration. I have worked closely with business users and data owners to ensure that the data dictionary is comprehensive, accurate, and up-to-date.
To automate the process of managing metadata and data governance, I have also used Python to develop scripts and tools that can automatically generate and update metadata, schema, and data dictionaries. These tools have been instrumental in ensuring that data governance processes are streamlined and efficient.
Skills: Keras · TensorFlow · Python · Data Governance(Dama Framework)
Jun 2016 - Jun 2019
I have extensive experience in building Business Intelligence (BI) systems, including designing data models in Teradata for Raw, Core, and Mart data layers. I have used various data modeling tools such as ERwin, Oracle Modeler, and Teradata Studio to design and manage data models.
For ETL processes and scheduling, I have utilized Trinity, which is a highly compatible with Teradata BTEQ scripts , to extract data from multiple sources, transform it, and load it into a Teradata database. I have also used other CDC tools such as Qlik Replicate for data integration tasks in real-time.
In addition to data modeling and ETL development, I have designed and developed Tableau dashboards and reports to provide visualizations and insights to business users. I have worked closely with business analysts to understand their reporting needs and have designed interactive dashboards that can display data in different dimensions and at various levels of granularity. These dashboards have helped business users to quickly analyze large volumes of data and make informed decisions.
Skills: Teradata/ Matomo · Data Lake/ Warehouse· Data Model · ETL Tools(SSIS, Trinity) · Tableau
Jun 2011 - Jun 2016
I was responsible for managing Oracle databases management which included ensuring the performance, availability, and security of the database systems.
One of my key responsibilities was implementing partitioning strategies to improve the efficiency of database backups. I utilized the partition switch method to periodically switch partitions between online and offline states, making it possible to back up the data without affecting the live system. This approach significantly reduced backup time and minimized the impact on the production environment.
I also used Automatic Workload Repository (AWR) reports to analyze database performance and identify system bottlenecks. I regularly reviewed these reports to identify and optimize areas of concern, including query optimization, index tuning, and memory allocation. By proactively identifying and addressing performance issues, I was able to improve overall database efficiency and reduce downtime.
Skills: Oracle database maintain/ performance tuning / backup & restore
Jun 2009 - Jun 2011
I am responsible for collecting Oracle data and transforming it into a format that could be used for analysis through the ETL (Extract, Transform, Load) process. I major in using Microsoft SQL Server Integration Services (SSIS) to increase the efficiency of data processing. Additionally, I actively participated in many business projects including data analysis, business process optimization, and system integration, and frequently communicated and coordinated with team members and customers.
After the data was transformed, I used SQL Server Analysis Services (SSAS) to create a multi-dimensional dataset to support different analytical needs. I developed a series of reports based on the multi-dimensional dataset, which could analyze data from different angles and perspectives such as time, geography, products, and customers. Report users used these reports for decision-making, monitoring business performance, and identifying market trends.
Skills: MS SQL Server/ Oracle · Dashboard Building · ETL (SSIS)
Apr 2008 - Apr 2009
Developed dashboards that consolidate data from multiple ERP software applications used by various subsidiaries of the corporation.
Collaborated with cross-functional teams to gather requirements and design the solution architecture.
Utilized web pages to visualize data in a meaningful way.
Designed and developed ETL scripts to integrate data from different sources.
Implemented security measures to ensure data privacy and protection.
Conducted testing and quality assurance to ensure the accuracy and reliability of the dashboard.
Presented the dashboard to the management team, enabling them to make informed decisions based on real-time data.
Skills: ERP · Dashboard Building · ETL
Jul 2004 - Jul 2006
The primary function of this role is to assess various trading systems in order to assist traders in identifying profitable trading opportunities, optimizing their risk management strategies, and improving their overall trading performance. This position may involve a variety of tasks, such as analyzing market trends and data using customized trading algorithms and models, as well as testing and refining trading strategies through simulations and backtesting.
Skills: Basel II · Quantitative Method · Financial Engineering ( hedging, arbitrage)· Derivatives · Microsoft SQL Server
Apr 2001 - Jul 2004
Major to build a system that tracks the quantity, location, and status of wafers at various stages of the manufacturing process, from incoming inspection and testing to storage, processing, and shipment. This includes monitoring the availability and quality of wafers, ensuring that the right type and quantity of wafers are used for specific products, and minimizing waste or defects.
Skills: Visual Basic .NET (VB.NET) · Crystal Reports · Oracle
- Extensive experience as a website manager specializing in sustainable fashion, renewable energy, and environmental topics.
- Proficient in community management, effectively engaging with website visitors, fostering user-generated content, and moderating discussions to create an active and vibrant online community.
- Utilized web analytics tools to track and analyze website traffic, user behavior, and engagement metrics, providing insights to improve user experience and drive website growth.
- Implemented and executed website promotion strategies, including search engine optimization (SEO), content marketing, and social media campaigns, to increase brand visibility and attract organic traffic.
- Conducted user behavior analysis, leveraging tools like Google Analytics, heatmaps, and session recordings, to identify user preferences, pain points, and opportunities for website optimization.
- Developed and managed affiliate marketing programs, establishing partnerships with relevant brands, influencers, and affiliates to drive referral traffic, increase conversions, and generate revenue.
- Created and curated high-quality, engaging, and informative content related to sustainable fashion, renewable energy, and environmental topics, ensuring the website remains a valuable resource for visitors.
- Collaborated with cross-functional teams, including designers, developers, and content creators, to enhance website functionality, design, and user experience.
- Implemented and maintained website monetization strategies, such as display advertising, sponsored content, and e-commerce partnerships, to generate revenue while maintaining the integrity of the website's content.
- Extensive experience as a quantitative trading researcher with a strong background in artificial intelligence, machine learning, trading strategy development, and risk management.
- Conducted in-depth research and analysis on financial markets, including studying historical data, identifying patterns, and developing quantitative models to predict market trends and generate trading signals.
- Developed and implemented algorithmic trading strategies using machine learning techniques, statistical models, and mathematical frameworks to identify profitable trading opportunities.
- Conducted backtesting and performance evaluation of trading strategies to assess their effectiveness and refine them for real-time trading.
- Utilized advanced data analysis techniques, including time series analysis, regression analysis, and data visualization, to extract insights from financial data and support trading strategy development.
- Collaborated closely with traders, portfolio managers, and technology teams to integrate quantitative models into trading systems and execute trades in a live trading environment.
- Conducted risk assessments and implemented risk management strategies to mitigate potential losses and ensure trading activities are within defined risk tolerance levels.
- Stayed up to date with the latest research and advancements in quantitative trading, artificial intelligence, and machine learning by attending conferences, workshops, and industry seminars.
Sep 2023 - Present
With the experience specializing in supporting Azure Data Factory (ADF). Adept at resolving diverse challenges related to data integration, various data sources, network configurations, and virtual networks. Committed to delivering high-quality solutions that meet and exceed client expectations.
- Provide expert guidance and support to clients in utilizing Azure Data Factory for seamless data integration and transformation.
- Resolve complex issues related to different data sources, ensuring smooth data workflows within Azure Data Factory.
- Collaborate with clients to optimize network configurations, troubleshoot virtual network issues, and enhance overall system performance.
- Conduct comprehensive assessments of clients' existing infrastructure to identify areas for improvement and optimization.
Skills: Azure Data Factory · Synapse Integration · Azure
Oct 2022 - Feb 2023
As a Technical Specialist(Risk Management), I had the opportunity to work on a project related to the implementation of ISO27001 information security standards within our organization. My responsibilities included identifying risks associated with various business units and technologies, creating a risk matrix, and developing risk assessment reports and treatment plans.
We began by conducting a thorough analysis of our organization's information security posture, identifying potential risks and vulnerabilities across all departments and IT systems. I then worked with other members of the team to establish a risk matrix, which helped to prioritize risks based on their severity and potential impact on our organization.
Using this risk matrix as a guide, we then created detailed risk assessment reports, which included recommendations for mitigating potential risks and enhancing our overall security posture. These reports were used to inform our risk treatment plan, which outlined specific steps that needed to be taken to reduce our exposure to identified risks.
Skills: Risk Management · ISO 27001
Jun 2021 - Oct2022
As an enterprise architect, I have been responsible for ensuring our the quality, stability, and security of web applications, databases, and operating systems. This has involved comparing different versions of front-ends, back-ends framework, databases, and operating systems to determine the best combination of technologies for our organization.
To achieve this, I have regularly reviewed the latest industry trends and emerging technologies and conducted Proof of Concept (POC) testing to identify the strengths and weaknesses of different technologies. I have also worked closely with developers to provide guidance on the most secure and efficient technology stack for our applications.
As part of my responsibilities, I have also monitored the vulnerabilities and risks associated with different versions of FE/BE framework, databases, and operating systems. I also provided regular suggestions to developers on the latest security threats and recommended solutions to mitigate those risks.
In addition, I have developed and maintained a repository of best practices for FE/BE framework, database management, and operating system administration. This has helped to ensure consistency and standardization across the organization and has facilitated the sharing of knowledge and expertise among developers.
Skills: Deep Learning · Git · Redis · Scrum · CI/CD
Jun 2019 - Jun 2021
I have extensive experience in data governance, including managing metadata, schema, datatypes, business names, and logical names for different databases. To achieve this, I have used various tools such as Alation, which is a popular data cataloging and governance tool.
With Alation, I have created data dictionaries for different databases, which can be accessed by authorized users through LDAP integration. I have worked closely with business users and data owners to ensure that the data dictionary is comprehensive, accurate, and up-to-date.
To automate the process of managing metadata and data governance, I have also used Python to develop scripts and tools that can automatically generate and update metadata, schema, and data dictionaries. These tools have been instrumental in ensuring that data governance processes are streamlined and efficient.
Skills: Keras · TensorFlow · Python · Data Governance(Dama Framework)
Jun 2016 - Jun 2019
I have extensive experience in building Business Intelligence (BI) systems, including designing data models in Teradata for Raw, Core, and Mart data layers. I have used various data modeling tools such as ERwin, Oracle Modeler, and Teradata Studio to design and manage data models.
For ETL processes and scheduling, I have utilized Trinity, which is a highly compatible with Teradata BTEQ scripts , to extract data from multiple sources, transform it, and load it into a Teradata database. I have also used other CDC tools such as Qlik Replicate for data integration tasks in real-time.
In addition to data modeling and ETL development, I have designed and developed Tableau dashboards and reports to provide visualizations and insights to business users. I have worked closely with business analysts to understand their reporting needs and have designed interactive dashboards that can display data in different dimensions and at various levels of granularity. These dashboards have helped business users to quickly analyze large volumes of data and make informed decisions.
Skills: Teradata/ Matomo · Data Lake/ Warehouse· Data Model · ETL Tools(SSIS, Trinity) · Tableau
Jun 2011 - Jun 2016
I was responsible for managing Oracle databases management which included ensuring the performance, availability, and security of the database systems.
One of my key responsibilities was implementing partitioning strategies to improve the efficiency of database backups. I utilized the partition switch method to periodically switch partitions between online and offline states, making it possible to back up the data without affecting the live system. This approach significantly reduced backup time and minimized the impact on the production environment.
I also used Automatic Workload Repository (AWR) reports to analyze database performance and identify system bottlenecks. I regularly reviewed these reports to identify and optimize areas of concern, including query optimization, index tuning, and memory allocation. By proactively identifying and addressing performance issues, I was able to improve overall database efficiency and reduce downtime.
Skills: Oracle database maintain/ performance tuning / backup & restore
Jun 2009 - Jun 2011
I am responsible for collecting Oracle data and transforming it into a format that could be used for analysis through the ETL (Extract, Transform, Load) process. I major in using Microsoft SQL Server Integration Services (SSIS) to increase the efficiency of data processing. Additionally, I actively participated in many business projects including data analysis, business process optimization, and system integration, and frequently communicated and coordinated with team members and customers.
After the data was transformed, I used SQL Server Analysis Services (SSAS) to create a multi-dimensional dataset to support different analytical needs. I developed a series of reports based on the multi-dimensional dataset, which could analyze data from different angles and perspectives such as time, geography, products, and customers. Report users used these reports for decision-making, monitoring business performance, and identifying market trends.
Skills: MS SQL Server/ Oracle · Dashboard Building · ETL (SSIS)
Apr 2008 - Apr 2009
Developed dashboards that consolidate data from multiple ERP software applications used by various subsidiaries of the corporation.
Collaborated with cross-functional teams to gather requirements and design the solution architecture.
Utilized web pages to visualize data in a meaningful way.
Designed and developed ETL scripts to integrate data from different sources.
Implemented security measures to ensure data privacy and protection.
Conducted testing and quality assurance to ensure the accuracy and reliability of the dashboard.
Presented the dashboard to the management team, enabling them to make informed decisions based on real-time data.
Skills: ERP · Dashboard Building · ETL
Jul 2004 - Jul 2006
The primary function of this role is to assess various trading systems in order to assist traders in identifying profitable trading opportunities, optimizing their risk management strategies, and improving their overall trading performance. This position may involve a variety of tasks, such as analyzing market trends and data using customized trading algorithms and models, as well as testing and refining trading strategies through simulations and backtesting.
Skills: Basel II · Quantitative Method · Financial Engineering ( hedging, arbitrage)· Derivatives · Microsoft SQL Server
Apr 2001 - Jul 2004
Major to build a system that tracks the quantity, location, and status of wafers at various stages of the manufacturing process, from incoming inspection and testing to storage, processing, and shipment. This includes monitoring the availability and quality of wafers, ensuring that the right type and quantity of wafers are used for specific products, and minimizing waste or defects.
Skills: Visual Basic .NET (VB.NET) · Crystal Reports · Oracle
- Extensive experience as a website manager specializing in sustainable fashion, renewable energy, and environmental topics.
- Proficient in community management, effectively engaging with website visitors, fostering user-generated content, and moderating discussions to create an active and vibrant online community.
- Utilized web analytics tools to track and analyze website traffic, user behavior, and engagement metrics, providing insights to improve user experience and drive website growth.
- Implemented and executed website promotion strategies, including search engine optimization (SEO), content marketing, and social media campaigns, to increase brand visibility and attract organic traffic.
- Conducted user behavior analysis, leveraging tools like Google Analytics, heatmaps, and session recordings, to identify user preferences, pain points, and opportunities for website optimization.
- Developed and managed affiliate marketing programs, establishing partnerships with relevant brands, influencers, and affiliates to drive referral traffic, increase conversions, and generate revenue.
- Created and curated high-quality, engaging, and informative content related to sustainable fashion, renewable energy, and environmental topics, ensuring the website remains a valuable resource for visitors.
- Collaborated with cross-functional teams, including designers, developers, and content creators, to enhance website functionality, design, and user experience.
- Implemented and maintained website monetization strategies, such as display advertising, sponsored content, and e-commerce partnerships, to generate revenue while maintaining the integrity of the website's content.
- Extensive experience as a quantitative trading researcher with a strong background in artificial intelligence, machine learning, trading strategy development, and risk management.
- Conducted in-depth research and analysis on financial markets, including studying historical data, identifying patterns, and developing quantitative models to predict market trends and generate trading signals.
- Developed and implemented algorithmic trading strategies using machine learning techniques, statistical models, and mathematical frameworks to identify profitable trading opportunities.
- Conducted backtesting and performance evaluation of trading strategies to assess their effectiveness and refine them for real-time trading.
- Utilized advanced data analysis techniques, including time series analysis, regression analysis, and data visualization, to extract insights from financial data and support trading strategy development.
- Collaborated closely with traders, portfolio managers, and technology teams to integrate quantitative models into trading systems and execute trades in a live trading environment.
- Conducted risk assessments and implemented risk management strategies to mitigate potential losses and ensure trading activities are within defined risk tolerance levels.
- Stayed up to date with the latest research and advancements in quantitative trading, artificial intelligence, and machine learning by attending conferences, workshops, and industry seminars.