Mahmod Badr

AI Engineer at Alkan Business Vision

Alkan Business Vision

Mar 2024 - Present -1 yr, 5 months

Job Details:Built production RAG pipelines on financial documents using sentence-transformers, a high-performance vector database (e.g., FAISS/Chroma), Langchain orchestration, and fine-tuned Llama models. Delivered telecom KPI forecasts with Prophet, SARIMA & XGBoost, reducing error rates on churn and total-subscriber metrics. Applied anomaly-detection techniques (autoencoders, VAE, LOF, isolation forest) across finance & network-log datasets. Deployed and versioned models on IBM WatsonX.ai, exposing secure inference endpoints. Executed AI POCs for clients in Egypt and KSA to demonstrate technical and business value.

Samsung Innovation Campus

Aug 2022 - Jan 2023 -5 months

Job Details:Utilized tools such as Matplotlib and Seaborn to create insightful and visually appealing representations of complex data sets. Applied data cleaning techniques to handle missing values, outliers, and inconsistencies in datasets. Implemented supervised and unsupervised machine learning algorithms. Explored neural networks and deep learning architectures using TensorFlow and Keras. Implemented and trained deep learning models for tasks such as image classification and natural language processing.

Bachelor's Degree in Software Engineering
Cairo University (CU)
Jan 2019 - Jan 2023 - 4 yr