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Ahmed Fouad Hashem

Ahmed Fouad Hashem

I turn data into real business impact.

Data Scientist & Applied AI Engineer

Building machine learning solutions that drive decisions.

About

Data Analyst and Applied AI Specialist with 9+ months of intensive hands-on training at Digilians (Egyptian Military Academy). Experienced in building end-to-end Machine Learning pipelines, statistical modeling, and data visualization.

I am a Strong Logical & Analytical Thinker driven by a deep passion for data-driven problem solving.

I build analytical and machine learning work that is technically solid, tied to business context, and useful in real decision-making.

Highlights

Turn raw data into actionable insights and decisions.

Work across the full machine learning lifecycle from data collection to deployment.

Build practical solutions with Python, SQL, TensorFlow, and Power BI.

Focus on real-world problems where analytics meets business context.

My Journey

Work Experience

Applied AI & Data Analytics Trainee

Digilians – Egyptian Military Academy

9 Months
  • Designed and deployed 10+ end-to-end ML pipelines, handling datasets up to 100K+ records, including preprocessing, feature engineering, and model evaluation.
  • Built and optimized 10+ predictive models (Random Forest, Logistic Regression, ANN), achieving up to 98% classification accuracy.
  • Improved model performance by 15–20% through hyperparameter tuning, cross-validation, and regularization techniques.
  • Reduced data preprocessing time by 30% by automating cleaning and transformation workflows using Python (Pandas & NumPy).
  • Conducted statistical analysis and hypothesis testing on real-world datasets, improving business decision accuracy by 25%.
  • Developed 10+ analytical reports and interactive dashboards using data visualization tools to support data-driven decision-making.

What I've built

Selected Work

E-Commerce Management System
Data Analysis

E-Commerce Management System

End-to-end exploratory data analysis project on a UK-based B2B wholesale retail dataset — covering data cleaning, feature engineering, statistical analysis, market basket analysis, and business insight delivery.

Tech Stack

Python
Pandas
NumPy
Matplotlib
Seaborn
Smart-City CCTV Violence Detection (SCVD)
Computer Vision

Smart-City CCTV Violence Detection (SCVD)

A deep-learning surveillance analytics system that classifies CCTV footage as Normal, Violence, or Weaponized using a ResNet18 + LSTM architecture, localises when each incident occurs on a timeline, and generates an explainable downloadable review report.

Tech Stack

Python
PyTorch
torchvision
Ultralytics YOLO11n
OpenCV
SupportFlow AI
NLP & RAG Systems

SupportFlow AI

An evidence-grounded customer support assistant built on a hybrid RAG pipeline — combining BGE dense retrieval, BM25, Reciprocal Rank Fusion, and Cross-Encoder reranking, with calibrated abstention and source citations.

Tech Stack

Python
Streamlit
ChromaDB
Sentence Transformers
BGE Embeddings

Academic background

Education

Bachelor of Management Information Systems

2019 – 2023

Delta University, Egypt

MIS

Credentials

Certifications

Microsoft Certified: Power BI Data Analyst Associate

MicrosoftJul 2026

Microsoft's associate-level certification (exam PL-300) validating the ability to prepare, model, visualise, and analyse data with Power BI. Covers data cleaning and transformation with Power Query, semantic modelling and DAX calculations, report and dashboard design, and the deployment and maintenance of Power BI assets. Earned 4 July 2026, valid through 5 July 2027.

View Credential

IBM AI Engineering Professional Certificate

IBMMay 2026

A 13-course professional certificate covering the full AI engineering stack: building and fine-tuning deep learning models and neural networks with Keras, PyTorch, and TensorFlow; supervised and unsupervised machine learning with Python; and generative AI applications including GPT, LLaMA, and BERT. Completed hands-on projects in transfer learning, RAG, and LangChain-based AI agents.

View Credential

Machine Learning Specialization

Stanford University & DeepLearning.AIFeb 2025

Advanced ML algorithms, neural networks, decision trees, recommender systems, and reinforcement learning fundamentals.

View Credential

Google Advanced Data Analytics Professional Certificate

GoogleJuly 2024

Advanced statistical analysis, regression modeling, machine learning with Python, and executive-level data storytelling.

View Credential

Professional Soft Skills Learning Pathway

LinkedInMar 2024

Comprehensive professional development in communication, teamwork, leadership, problem-solving, and workplace effectiveness.

Google Data Analytics Professional Certificate

GoogleDec 2023

Complete data analytics lifecycle: data collection, cleaning, analysis, visualization, and presentation using SQL, R, and Tableau.

View Credential

What I work with

Technical Skills

Data Analysis

Turning raw data into questions worth answering

Python
Statistical Analysis
SQL
Data Cleaning
Data Preprocessing
NumPy
Pandas
Predictive Analytics
Scikit-Learn

Business Intelligence

Turning analysis into dashboards people actually use

DAX
Power Query
Data Modeling
RLS
KPI Design
Power BI Service
Power BI
Dashboards
Data Storytelling
Matplotlib
Plotly
Seaborn
Tableau

Machine Learning

Predictive models, tuning, and evaluation workflows

XGBoost
Model Evaluation
Clustering
Regression
Classification
Unsupervised Learning
Hyperparameter Tuning
Feature Engineering
Ensemble Methods
CatBoost
Supervised Learning

Deep Learning

Neural networks, architectures, and training pipelines

Architecture Design
ANN
CNN
TensorFlow
Keras
PyTorch
Batch Norm
Dropout

Generative AI & LLMs

Retrieval-augmented systems, prompting, and LLM application engineering

RAG
Hybrid Retrieval
Rank Fusion
Reranking
Text Embeddings
RAG Evaluation
Prompt Engineering
Hugging Face
Chunking
Vector Databases
LangChain
Agentic AI

NLP & Speech

Language and audio models for text, speech, and Arabic data

NLP
Transformers
Arabic NLP
Wav2Vec2
Speech Emotion
Semantic Search
Sentiment Analysis
Tokenization
Speech Recognition
BERT & mDeBERTa
Audio Features

Computer Vision

Image and video understanding, detection, and temporal modelling

Video Classification
Image Classification
Transfer Learning
LoRA Fine-Tuning
Facial Emotion Recognition
Vision Transformers
Temporal Modeling
Object Detection
Image Segmentation
OpenCV
Data Augmentation

Professional Skills

Communication, ownership, and teamwork

Problem Solving
Analytical Thinking
Leadership
Collaboration
Communication
Adaptability
Discipline

Tools

The environments where the work actually gets built

Jupyter
Google Colab
Git & GitHub
Kaggle
VS Code
Excel

Let's connect

Get In Touch

Have a project in mind or want to discuss data & AI opportunities? I'd love to hear from you.

Contact Information