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AI&ML Engineer. I build things that reason, retrieve and occasionally hallucinate. MSc AI @ York.
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Assessing your cultural and operational fit
AI Tech Builders
Data Scientist
June 27, 2026 – Present
solverai
November 25, 2025 – November 26, 2025
A vanilla JS web app for discovering nearby businesses in real time using OpenStreetMap, Overpass API and Leaflet.js. Includes marker clustering, route planning, dark mode and a favorites system.
View Projectnovel-artificial-neurons
October 13, 2025 – Present
What if neurons didn't just sum their inputs? An MSc research project reimagining neural aggregation with learnable F-Mean and Gaussian functions, showing improved noise robustness on CIFAR-10.
View ProjectIntelligent-Systems-Probabilistic-and-Deep-Learning
July 4, 2025 – July 4, 2025
This repository contains all code, data, models, and documentation for the Probabilistic & Deep Learning (PADL) 2025 assessment at the University of York.
View ProjectBilinear_Dependency_Parser
May 2, 2025 – May 2, 2025
Neural dependency parser built from scratch using a BiLSTM encoder and bilinear attention mechanism, trained on CoNLL-U to predict syntactic head-dependency relationships in sentences.
View Projectsocial-networks-analysis
April 22, 2025 – April 22, 2025
Predicting academic success in AI research using coauthorship network features (betweenness centrality, k-core) and machine learning models trained on DBLP data (2019–2025).
View Projectskipgram-mini-project
April 22, 2025 – April 22, 2025
PyTorch implementation of Skip-Gram trained on Text8 and evaluated on WordSim-353.
View ProjectSpaceX_DataSciProject
October 30, 2024 – October 30, 2024
End-to-end data science project predicting SpaceX Falcon 9 first stage landing outcomes. Covers API data collection, SQL analysis, interactive geospatial visualisation and ML classification.
View ProjectComputer-Vision-examples
January 13, 2023 – May 12, 2023
Computer-Vision-examples — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on academic and personal research in AI and data science, indicating a strong passion for the field. However, the lack of team-based or collaborative projects, and limited exposure to diverse industry applications, suggests a potential gap in cultural fit for roles requiring extensive cross-functional collaboration or product-oriented development. The current role as 'Data Scientist' at 'AI Tech Builders' is a good alignment, but without further details on the company or role, it's hard to fully assess.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical focus and ability to execute complex data science tasks independently.