ML Recommendation SystemsDesigned and implemented a multi-agent large language model (LLM) system to generate insights into the crypto marketCreated an API endpoint for engineers to call to fetch price change explanations for specific assets or the market as a wholeOptimized efficiency through multithreading and increased quality of insights by applying state-of-the-art LLM strategies and models

Applying ML techniques to convert single line engineering diagrams of energy networks into detailed graphical structures. Developing and implementing computer vision algorithms for symbol detection in energy network and circuit diagrams

Worked under the Azure Silver Media and Insights Team. Implemented and improved tool to track and help maintain parity of services between public and sovereign clouds. Worked with teams to identify critical tracking dimensions, then used Azure Data Explorer and Kusto to efficiently query and supply data to tool. Increased reliability of services by keeping track of dimensions and alerting when certain areas begin to fall out of parity

Worked under the Azure Virtual Desktop team within Azure Edge and Platform in Microsoft. Created safe gateways to access production APIs with automated functions of common actions to be reused by engineers. Implemented and tested actions to toggle all instances of app services or deployment slots over a list of clusters or regions. Designed advanced application restart action to restart only user specified instances of app services or deployment slot. Work done using C# and REST APIs

Worked under the Vehicle Controls Department, specifically with the Hypersonic and Ballistic Tracking Space Sensor team. Supported the design of line-of-sight measurement capabilities used to determine the position and velocity of objects. Using System ToolKit (STK), developed a model to simulate a two axis gimbal satellite in order to derive solar array drive assembly torque time histories from which line-of-sight disturbances will be estimated. Determined the availability of vehicle star tracker sensors to inform design of line-of-sight attitude determination software.

Worked under the Vehicle Controls Department, specifically with the Resiliency and Rapid Prototyping Department. Developed an algorithm for a repair robot that addresses issues on any satellites. Algorithm takes the locations of all satellites that need to be fixed and calculates the fastest and cheapest path for the repair robot in order to reach all the satellites. Takes into account both the position of the satellite and the velocity it has while making its orbit. All work done with MATLAB.

Worked under the Vehicle Controls Department, specifically with the Attitude Control Systems Department. Worked with the Coordinate Rotational Digital Computer (CORDIC) algorithm, which allows trigonometric equations and other complex computations to be performed solely through the use of simple computations, such as addition and subtraction. Allows the Field Programmable Gate Array (FPGA) to perform trigonometric functions, as it is only able to perform simple computations. Also implemented fixed point into existing functions in order for numbers to be read as fractional bits rather than decimals. Fixed point allowed the FPGA to read the numbers directly, rather than needing to convert floating point, or decimal, numbers into fixed point. Making this change increased the efficiency of the FPGA, simplifying the process that was previously used. All work done with MATLAB.