Hi, I'm Mohsin.

Data Scientist, Somerset Council

July 2026 – present · Strategy, Performance and Communication

• Leading a risk prioritisation tool for Adult Social Care: waiting list ranking, deterioration detection and demand forecasting.
• Using Azure OpenAI inside a governed environment to pull structured indicators from free-text case notes, with a focus on prompt design and validation so results are consistent and explainable to caseworkers.
• Data scientist on placement forecasting for Children's Services to support medium-term financial planning.
• Building end-to-end ML pipelines with CI/CD, plus model governance and data lineage.

Data Specialist (industry placement), Wessex Water

One-year placement · part of MSc

• Leakage detection using network flow and pressure data.
• River water quality analysis.
• Data pipelines on Azure.

Multimodal knowledge-graph RAG over scientific papers

Independent project · June 2026

A retrieval-augmented generation pipeline that reads scientific paper images, builds a knowledge graph from them, and answers questions with evidence. Built against a timed challenge deadline.

• Tesseract OCR ingestion and spaCy entity extraction
• Knowledge graph of about 11,800 nodes and 17,700 edges (NetworkX)
• Text and image embeddings with MiniLM and CLIP

0.97 vs 0.53 mean evidence recall, graph-enhanced vs baseline, on a 10-question evaluation.

Small evaluation set, so treat it as a directional result rather than a benchmark.

View on GitHub →

Medical Recommendation System

MSc dissertation

A web app that takes reported symptoms and health data and suggests likely conditions and personalised recommendations. It mixes machine learning with rule-based logic, and I built it end to end, from model to interface to cloud deployment on Heroku.

View on GitHub →