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University of Dundee
Data Scientist
June 16, 2026 – Present
Investment-Research-Memory-Agent
February 5, 2026 – Present
Investment research memory agent built with Mastra.ai and Mem0 featuring multi-agent orchestration, persistent vector memory, LLM-powered structured data extraction, and cross-sector pattern analysis.
View ProjectAgentic-Loan-Workflow
January 24, 2026 – Present
Autonomous loan processing agent built with Mastra.ai featuring dynamic routing, self-healing retries, human-in-the-loop escalation, and checkpoint-based state persistence.
View Projectcitizens-advice-sort-app
January 23, 2026 – Present
citizens-advice-sort-app — GitHub repository
View ProjectMCP-Agentic-Research
January 19, 2026 – Present
Agentic research assistant powered by LangGraph and MCP (Model Context Protocol) that autonomously plans, investigates, and synthesizes research on any topic
View Projectai-writing-prompt-generator
July 1, 2025 – July 2, 2025
AI-powered writing prompt generator with personalized preferences. Built with FastAPI, Streamlit, and HuggingFace integration. Features smart prompt engineering, local storage, and export functionality.
View ProjectRAFT-code-docs
June 22, 2025 – June 22, 2025
🤖 RAFT Code Documentation Generator - AI system using Retrieval-Augmented Fine-Tuning to automatically generate high-quality code documentation. Features T5 fine-tuning, semantic retrieval, and CPU-optimized training pipeline.
View Projectkeyword-based-content-recommender
June 17, 2025 – July 6, 2025
AI-Powered Content Recommendation System - A modern, intelligent platform that uses Google Gemini AI and LangChain to help users discover relevant content through semantic search, going far beyond simple keyword matching.
View Projectarticle-summary-generator
June 16, 2025 – July 6, 2025
🤖 AI-powered article summarization service with professional FastAPI backend and interactive Streamlit frontend
View ProjectAI-FAQ-bot
June 15, 2025 – June 26, 2025
Intelligent FAQ system combining RAG architecture, vector databases (ChromaDB), and multi-AI providers (OpenAI/Gemini). Built with FastAPI, Streamlit, and comprehensive monitoring via LangSmith.
View ProjectCultural Fit Analysis
The candidate's projects demonstrate a strong interest in cutting-edge AI technologies and a proactive approach to learning and building. The target role 'Data Scientist' aligns well with the technical skills showcased in the projects, particularly those involving AI, machine learning, and data processing. However, the candidate's experience level is listed as 0, with only one current role starting in 2026, which suggests a lack of professional, real-world industry experience. This could impact cultural fit in a fast-paced, production-oriented environment requiring collaboration and established best practices.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong initiative and ability to work independently on complex AI/ML systems.