April 2024
Predictive Modeling of Skin Permeability
Co-author of research paper on Predictive Modeling of Skin Permeability for Molecules. Published in PLOS Digital Health journal with 16 citations.
Read PaperSenior Data Scientist & Machine Learning Engineer
Leveraging machine learning, deep learning and AI tools to make data-driven decisions
NumPy, Pandas, Polars, Matplotlib, Seaborn, Plotly, Power BI, Hypothesis Testing, A/B Testing, Data Mining, Statistical Analysis
Scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow, Computer Vision, HuggingFace, Transformers, RAG, Generative AI, LLMs, LangChain, LangSmith, LangGraph, LangFuse, Opik, Ollama, CrewAI, vLLM, LoRA, QLoRA, Quantization
MLFlow, AWS SageMaker, Docker, GitHub Actions, CI/CD Pipelines, DVC, Container Orchestration
PostgreSQL, MongoDB, Redis, Pinecone, Qdrant, FAISS, Apache Airflow, Apache Spark, PySpark, Data Modeling, ETL/ELT Pipelines
S3, Glue, Athena, Lambda, SQS, SNS, ECR, ECS, ELB, RDS, DynamoDB, ElastiCache, Bedrock, SageMaker
Python, SQL, Bash (Linux), OOP, FastAPI, PyDantic, Streamlit, Flask, Git, GitHub
End-to-end ML pipeline predicting NYC taxi trip durations with automated CI/CD workflows, deployed as serverless REST API using AWS Lambda and API Gateway.
View ProjectFine-tuned Qwen2.5-1.5B-Instruct and LLaMA 3.1-8B using Unsloth and LoRA on custom instruction-style dataset for efficient, low-resource training.
View ProjectProduction-ready RAG-based chatbot for intelligent document Q&A over PDFs, powered by gpt-4o-mini and LangChain with Arabic and English support.
View ProjectUtilizes Gemini API with gemini-1.5-flash model to enhance resumes, generating insights like strengths, weaknesses, job fit assessment, and skills gap analysis.
View ProjectJune 2025
July 2024
Co-author of research paper on Predictive Modeling of Skin Permeability for Molecules. Published in PLOS Digital Health journal with 16 citations.
Read PaperLet's connect! Schedule a meeting to discuss collaboration opportunities, projects, or just to chat about data science and machine learning.