Applied Data Scientist

Turning data into predictive models and production-ready systems — from pipelines and experimentation to deployment and monitoring.

View Projects Download CV (Applied Data Scientist)Download CV (AI / ML Engineer)

Focus

Forecasting · Risk modeling · Experimentation · MLOps — plus RAG, LLM evaluation, and agents where they add value.

Mohammad Javad Aghababaie Beni

Applied Data Scientist

Featured Projects

Production ML and GenAI systems with measurable business impact.

Diabetes Readmission Prediction (MLOps Production System)

Live

End-to-end MLOps system predicting 30-day hospital readmission risk at discharge with live API + Streamlit dashboard, monitoring, explainability, and ROI analysis.

Reduced preventable readmissions with projected £7.9M annual savings

PythonPandasNumPyscikit-learnLightGBMXGBoost+11

GitHub Demo API Docs

Contract Review & Risk Analysis System (CAUD / CUAD)

Live

AI-powered contract analysis and risk scoring system with live Streamlit dashboard + Cloud Run FastAPI API, batch processing, CI/CD, and monitoring.

Automated contract risk detection with 97% contract-type accuracy

PythonFastAPIStreamlitscikit-learnTF-IDFPandas+8

GitHub Demo API Docs

Legal Q&A RAG Chatbot

Demo Soon

Production-ready RAG chatbot for UK legal queries, processing 131,253+ chunks with sub-3s latency, hybrid retrieval (BM25 + FAISS + RRF), enterprise auth, and guardrails.

Enabled sub-3s legal search over 130k+ documents

PythonFastAPIDockerPostgreSQLAlembicStreamlit+11

GitHub

View all projects

Core Applied Data Science

Python

SQL

Pandas/NumPy

scikit-learn

EDA

Feature Engineering

Model Evaluation

Experimentation (A/B)

Statistics

Data Modeling/ETL

Data Visualization

Time Series

GenAI + Production

LLMs

NLP

Text Embeddings

RAG

PyTorch/Transformers

Guardrails & Evaluation

Agents/Orchestration

FastAPI

Docker

CI/CD

Monitoring

LangChain

GCP

Azure

Strong DS foundations + production GenAI delivery (deployment, guardrails, monitoring).

Location

UK (Graduate Visa until Feb 2027)

Role Focus

Applied Data Scientist

Open to

Full-time / Hybrid

Stack

Python-first, production ML