Ahmed K.

Machine Learning Engineer @LSEG

London, GB

Advanced Data Analytics (ADA) team: build production‑grade ML solutions that drive innovation across LSEG Markets.ARIMAP forecasting algorithm: created a hybrid ARIMA + Prophet model that lowers Control‑M time‑series RMSE by 20 %; paper in preparation for external publication.Enigma” internal RAG chatbot: helped architect and evaluate a Retrieval‑Augmented Generation system on Amazon SageMaker, enabling natural‑language access to internal datasets for 2 + employees.Incident Intelligence Pipeline: built a hybrid NLP + LLM workflow (regex/gazetteer, TF-IDF+DBSCAN, local Llama-3 via Ollama) to auto-tag incidents, infer Topics, and compute per-tag TTR; now being automated on Amazon SageMaker (Pipelines + EventBridge/Step Functions)Automated control-process analytics: developed alerting tool that audits cloud-trail control processes stored in ServiceNow, eliminating manual checks.GitLab Cloud migration (ex-Jenkins): moved portal builds & CI/CD to GitLab, rebuilding pipelines as reusable templates

Queen Mary University of London

BSc Computer Science

King's College London

Postgraduate Degree, Artificial Intelligence