- An intensive personal data analytics and data science training by Wilson Ng.- Expertise in python to manipulate data in data frames, sort and join data frames, random sampling, create descriptive statistics, data visualization using matplotlib & seaborn and queue data from Teradata & Oracle RDB.- Expertise in SAS to manipulate and convert data, produce and export reports, compute descriptive analysis, utilize SAS macro facility and queue data from Teradata and Oracle RDB.

- Responsible for prototyping machine learning algorithms for activity recognition using the data collected through accelerometers attached with the limbs.- Hardwares included Raspberry Pi and Arduino while the software was implemented in Python. - Guiding the students with their project, answer their queries, and marking their assignment and demos. - Assisting the classes and the labs in preparing lab material, taking tutorials, marking assignments and project demos.

- After pre-processing data, extracted features and applied machine learning algorithms and neural networks in Python and MATLAB to classify accelerometer data into different gestures.- Published this work in IEEE Xplore Digital Library.

- Experience in collecting, manipulating and performing exploratory analysis on large datasets using SQL in order to provide management team & clients with customers’ data trends and critical customer insights on a daily/weekly basis.- Development and automation of interactive dashboards using SQL procedures, SQL jobs and Excel for management level KPI visibility.- Managing business support systems (CRM, Provident), providing application solutions, supporting product rollout while ensuring data integrity, sanity checking, testing new changes/releases, configuration for new business requests and management of data and users.- Collaborated with the revenue security team, analyzed the revenue generated by the system and identified potential loopholes in the business system which resulted in a consistent and securer business application.- Coordinating and having good interaction with key stakeholders, customers and vendors.

• Analyzing requirements, documentation, verification and managing system change requests.• Functional testing of SOA based applications using SOAP UI.• Participating in architectural reviews and analysis to ensure the efficiency of technical solutions.• Preparing test cases, automation and execution in SoapUI for Web Services.

• Incident reporting and analysis while managing incidents on sharepoint site. • Following incidents with TIETO vendor. • Gaining basic knowledge about tools (Tools: Sharepoint, WoW, OIM, Citrix, Polaris)

Final Year Project: Multi Agent Distributed Autonomous System (Awarded with Gold Medal for Best Project)Development of algorithm for dynamic kick using mathematics, inverse kinematics and OOP concepts in C++ with core focus on balancing and controlling the motion of the robot called NAO.For video demonstration of the project, kindly follow this link: https://vimeo.com/83189432

To make an efficient 'Data Link Layer Protocol' algorithm in C++ using computer networks basics.