With this company, I played a key role in multiple advances and driving the company forward. I utilized Agile methodologies to collaborate and deliver quick and accurate results. Worked with multiple disciplines includingPython, Scala, R, SQL, Vector Database, Spark, and Hive. Utilized simple and advanced techniques regarding data mining, storage, and analysis. Generated real-time streams for multiple projects impacting key stakeholders and increasingscalability and automation.1. I am proud to have developed the first prototype software for the company.2. With little guidance I created AI-based solutions resulting in a 25% across-the-board increase in accuracy. This resulted in a 25% reduction in model inference time and a 45% reduction in the cost of training and model development.3. One major impact was developing and deploying several neural networks including convolutional networks (CNNs) and recurrent neural networks (RNNs) to solve problems such as image classification, sequence-to-sequence modelling, and object detection.4. I developed a large language model (LLM) to analyse the real-time sentiment of the audience on the Twitch platform, which led to a 20% spike in the viewership for the individual creator.5. I was fortunate to play a key role in securing initial funding for the start-up.

Since data sourcing, manipulation, analysis, and presentation are one of my passions I was happy to have designed and generated reports and forecasts via SQL, Tableau and Python. I worked through the conceptualization and construction of various models, both regression and predictive, to gaininsight and present usable customer data and trends driving growth and revenue.• I impacted a major client by creating a report which helped them to boosttheir sales by 38%.• We also developed and implemented a dashboard to monitor customer satisfaction. This was used to monitor activity and identify cross-selling opportunities which led to a client retention rate increase of 32%.

Working at 21 Organic allowed me to build team skills while collaborating on web applications through software development in Java, test cases on REST APIs with Junit, and work with front-end developers to integrate UI components using server-side logic. Debug and improve the performance of systems.• We worked to optimize a database of web applications by reducing responsetime by 50%.• Another impactful project was developing API endpoints for web applications using Java and deploying them on an AWS EC2 instance with scalability using Kubernetes for container deployment.