Developing continuous authentication systems using loT and behavioral data through machine learning.

- Writing articles, blogs and tutorials related to programming, data science and data engineering. Achieved over 1000 reads.

- Completing projects for clients via Upwork and direct client acquisition.- Automated scraping and cleaning data of 119 files. Implemented quality checks and developed a relational data model to store data in an SQLite database and a CSV file. Allowing the client to query and produce choropleth maps of census data.- Data consultancy for a high street retailer who wanted to implement a sentiment analysis chatbot on their site. Consulted with the client to understand needs. Provided a solution and recommended architecture.

The start of my programming journey at age 14 when I built games using Unity3D. - Programming in JavaScript and C# to build Android and PC games. Self-taught both languages for game development through projects, stack overflow and YouTube tutorials. - Published 5 Android games onto the Google Play Store during this time. Received over 1000 downloads.- One of the above games called 'Blizzard' was an obstacle dodging game where the player was controlled by the phone accelerometer. Acheived a 4/5 star rating on the Google Play Store, latest review was in 2022.- Another game called 'Platform' had over 500 downloads. The user would tilt the phone to move forward and backwards and tap the screen to jump. The aim was to avoid spikes, saws and cameras. Platforms were randomly generated until the player would lose. The game had an online leaderboard.