Open to opportunities

alefiah mubeen

@alefiahmubeen

I build production GenAI, agentic AI, and time-series ML solutions that improve operations, customer outcomes, and costs.

Saudi Arabia

Message

At ScottishPower, I build and deploy GenAI/RAG platforms using OpenAI LLMs and FAISS across thousands of operational documents, reducing retrieval time to about five seconds. I also developed a conversational AI copilot that improved agent KPIs by 25% and analytics pipelines that lifted customer experience scores by 15%.

I've built LangGraph agent workflows, optimized prompts with DSPy and LLMLingua-2 to reduce LLM infrastructure costs by 30%, and delivered forecasting and risk models that reduced escalations by 20%. I take solutions into production with Python, FastAPI, Docker, Kubernetes, CI/CD, Azure, PostgreSQL, and Alembic.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist – Generative AI, Agentic AI & Time Series ML

Current

ScottishPower

Apr 2022 - Present (4 years 5 months)

Designed and deployed GenAI/RAG applications and agentic workflows, reducing retrieval time and improving KPIs. Developed time series forecasting and anomaly detection models, and managed production deployment with monitoring and documentation.

Generative AI RAG Faiss LangGraph Langfuse DSPy LLMLingua 2 Python fastAPI Docker Kubernetes CI CD Azure PostgreSQL Alembic NLP Time Series Lasso Random Forest BERT

Application Analyst – Data Science

ScottishPower

Mar 2021 - Apr 2022 (1 year 1 month)

Built risk-prediction and anomaly-detection solutions using Azure ML and Azure Synapse, and developed probabilistic forecasting models for energy pricing. Reduced escalations and improved forecast accuracy.

Azure ML Azure Synapse BERT Random Forest Lasso NLP Forecasting Anomaly Detection Python

Computer Science Teacher

Villiers High School

Nov 2019 - Feb 2021 (1 year 3 months)

Taught Java, Python, SQL, and AI/ML fundamentals, and mentored students on coding and machine learning projects.

Java Python SQL AI AI ML Teaching Mentor

Associate Consultant

Capgemini

Sep 2018 - Sep 2019 (1 year)

Migrated SOAP to REST APIs, containerised services with Kubernetes and CI/CD, and deployed ReactJS frontends on Pivotal Cloud Foundry.

SOAP REST Kubernetes CI CD Jenkins SonarQube Cloud Foundry Software Testing Integration

Software Developer

CityKnight IT Services

Jan 2017 - Jun 2017 (5 months)

Automated property management and reporting workflows using Java, iDempiere, PostgreSQL, and Apache Tomcat for scalable ERP deployment.

Java IDempiere PostgreSQL Apache Tomcat ERP Automation

Assistant Professor

Muffakham Jah College of Engineering and Technology

Oct 2012 - Dec 2016 (4 years 2 months)

Taught ML, AI, and NLP to undergraduates, designed curriculum on supervised/unsupervised learning, neural networks, and text processing, and supervised final-year AI/ML projects.

Machine Learning AI NLP Teaching Curriculum Design Neural Networks

Systems Engineer

TCS (Tata Consultancy Services)

Aug 2010 - Sep 2012 (2 years 1 month)

Developed Java-based enterprise software integrated with Siemens Teamcenter and implemented rule-based classification algorithms for engineering data management and retrieval.

Java Teamcenter Engineering Data Enterprise Software