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Graduated Masters in Electronic and Information Engineering student at Imperial College London in 2023
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Imperial College London
Data Scientist
June 27, 2026 – Present
sec-filing-text-alpha
December 21, 2025 – Present
Event-driven equity alpha from unstructured SEC filings (10-K, 10-Q, 8-K) using NLP feature engineering and LightGBM.
View ProjectFYP-Intelligent-Algorithms-for-DNA-Detection
June 20, 2023 – Present
Final Year Project for Imperial College London on Intelligent Algorithms for DNA Detection.
View ProjectIBM-AI-Watson-Pet-Project
May 4, 2022 – October 4, 2022
This is was a project run with Imperial College London EIE Year 3 and IBM. The AI Watson pet is an AI ornament with the characteristics of a pet, designed to target the impact of social isolation for the elderly. The pet will interact with its owner, and perform various actions depending on what the owner wants it to do. This will give the owners the mental health benefits of having a pet, without the responsibility and expenses of actually caring for one. The aim of the project is to create a smart pet with AI technology to interact with its owner successfully.
View ProjectComputer_Vision_Coursework
April 20, 2022 – April 20, 2022
Coursework for Computer Vision
View ProjectMIPS-CPU-Project
April 20, 2022 – April 20, 2022
A System Verilog implementation of a Five Stage Pipelined, MIPS processor
View ProjectMars-Rover-Project
April 20, 2022 – April 20, 2022
Group project to create a mars rover, designed to roam around "mars" and detect objects on it's own
View ProjectC90-to-MIPS-Compiler
April 20, 2022 – April 20, 2022
Coursework for EIE2, compiler for C90 to MIPS
View ProjectCircuit-Analysis-Tool
April 20, 2022 – April 20, 2022
Circuit-Analysis-Tool — GitHub repository
View ProjectMIPS_CPU_Project
November 21, 2020 – December 30, 2020
MIPS_CPU_Project — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project history shows a strong inclination towards hardware design, embedded systems, and low-level programming (MIPS CPU, Mars Rover, C90-to-MIPS Compiler, Circuit Analysis Tool). While there are relevant data science projects (sec-filing-text-alpha, FYP-Intelligent-Algorithms-for-DNA-Detection, Computer_Vision_Coursework), the overall portfolio leans heavily towards computer engineering. This might indicate a potential mismatch with a pure Data Scientist role, suggesting a stronger fit for roles that combine hardware/embedded systems with data science or AI, or a need for further specialization in data science.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The provided data primarily focuses on technical projects and lacks information on collaboration, problem-solving approaches, or communication styles.