Keroles Salah Fakhry

CS Student & ML Practitioner

ITIDA/NTI-certified Machine Learning practitioner (92%) and Computer Science student at Assiut National University. I build and ship real models — from a bank churn predictor to a real-time face recognition pipeline — mentor problem solvers in the ANU and EELU ICPC communities, and publish Arabic tutorials that beginners actually finish.

View My Work Download CV Get In Touch

92%ML certification score

655Problems solved

2×ICPC communities

92%

ML Certification Score

655

Problems Solved

120h

ML Training Hours

15+

Students Mentored

2023

Teaching Since

About Me

A passionate learner & educator

Data, interfaces, and teaching other people to solve problems.

I'm a Computer Science student at Assiut National University with a strong pull towards Machine Learning, data science and education. I like problems that need both logic and judgement — the ones where the model is only as good as the question you asked it.

As an ITIDA/NTI-certified ML practitioner I've gone from zero to building and deploying real models: a bank churn predictor at 86% accuracy, and a real-time face recognition pipeline. In parallel I've spent two seasons mentoring 15+ students in the ANU and EELU ICPC communities, coach problem solving, and keep a 655-problem competitive programming record myself.

Teaching is the other half of it. I publish Arabic tutorials on SQL, Microsoft Access and data structures, because explaining a concept properly is the only real proof you understand it. I'm currently looking for junior ML / data and web roles where I can keep building things people actually use.

Explore Projects

ITIDA / NTI ML Practitioner

Machine Learning Summer Training · 92% · 120 hours · Jul 2026

BSc Computer Science

Assiut National University · Sep 2023 – Present · 4th year

Machine Learning & Data

Python, scikit-learn, pandas, NumPy · deploying models with Streamlit

Problem-Solving Mentor

ANU & EELU ICPC communities · 15+ students · still active at ANU

Technical Content Creator

Arabic playlists on SQL, Microsoft Access and data structures

Projects

Things I've built and shipped

Models, apps and platforms — with the one I got paid for.

01 / ML · 2026

Bank Churn Predictor

An interactive Streamlit web app that predicts bank customer churn from a Random Forest model trained on 10,000 customer records — polished dark UI and instant probability scoring instead of a notebook nobody can open.

86% accuracy 10,000 records Instant scoring

PythonStreamlit scikit-learnpandas Random Forest

View on GitHub

Model & App

AlgorithmRandom Forest

Accuracy86%

Training data10,000 records

InterfaceStreamlit dark UI

OutputChurn probability

02 / LIVE · 2026

Thanawya Results 2026

A web system for looking up Egyptian high school (Thanawya Amma) exam results by seat number — live search interface plus an admin dashboard, deployed and used in the wild on Vercel.

Live on Vercel Admin dashboard Seat lookup

HTMLJavaScript PythonVercel

Live Demo Source

System

StatusLive

UsersStudents & parents

LookupBy seat number

AdminDashboard

HostingVercel

03 / ML · 2026

InsightFace Recognition

A face recognition pipeline built with InsightFace, OpenCV and ONNX Runtime. It collects face samples from a webcam, builds an embeddings database, then identifies known versus unknown faces from either a live camera feed or a single image.

Embeddings DB Live camera Known vs unknown

PythonInsightFace OpenCVONNX Runtime Computer Vision

View on GitHub

Pipeline

CaptureWebcam samples

EncodeFace embeddings

StoreEmbeddings database

MatchKnown vs unknown

Runs onLive feed or one image

04 / CLIENT WORK · 2026

Studio Invoice System

A premium RTL Arabic invoice page built for a photography studio client through Khamsat — dark theme, full billing layout, order details and payment summary, ready to drop into a studio management system.

Paid client work RTL Arabic Dark premium theme

HTMLCSS RTL UIKhamsat client

Private client repo

Client Scope

ClientPhotography studio

SourceKhamsat (paid)

DirectionRTL Arabic

ContainsBilling · order · payment

DeliverableReady to integrate

05 / ACADEMIC · 2023–24

Fox Academy

The frontend of an educational web platform that aggregates YouTube videos, PDFs and documentation so students stop losing time hunting for study material. Built as an academic project with accessibility and content discoverability as first-class concerns.

3 content types 100% frontend Academic project

HTMLCSS JavaScriptAccessibility

YouTube Educational Content

Arabic educational playlists and problem-solving walkthroughs — a full Microsoft Access series, SQL tutorials and explanations of key data structures, structured so a beginner can finish the path instead of jumping between scattered videos.

5+ playlists 3 core topics Arabic delivery

SQLMicrosoft Access Data StructuresProblem Solving

Visit Channel

Content Library

Playlists5+

TopicsAccess · SQL · DSA

LanguageArabic

FormatStructured walkthroughs

GoalZero → practising

All repositories on GitHub

What I Do

Where I can actually help you

Machine learning, the interface on top of it, and the people who have to use both.

Machine Learning & Data

From messy raw data to a model that is actually worth deploying.

EDA, cleaning & feature engineering
Classification & ensemble models
Model evaluation & tuning

ML Apps & Dashboards

A model nobody can open is a model nobody uses — so I ship the interface too.

Interactive apps with Streamlit
Probability scoring & dark UI
Deployment on Vercel / GitHub Pages

Frontend & RTL Arabic UI

Clean interfaces that hold up on a phone — including right-to-left Arabic layout.

Semantic HTML5 & modern CSS3
Responsive, mobile-first builds
RTL Arabic interfaces (client work)

Problem-Solving Mentoring

Two seasons of turning "I don't know where to start" into a repeatable method.

Algorithms & data structures
Analytical thinking & decomposition
ICPC contest preparation

Technical Content Creation

Technical topics explained so a beginner finishes the series instead of quitting.

Structured tutorial playlists
Scripting & walkthrough design
Arabic-first explanations

Databases & SQL

Relational fundamentals and the queries a real project actually needs.

MySQL & relational design
Queries, joins & subqueries
HackerRank-certified SQL

Client Reviews

What clients say about my work

Real reviews from completed orders on Khamsat, quoted as written.

Screenshot of client review 1 on Khamsat

Screenshot of client review 2 on Khamsat

Screenshot of client review 3 on Khamsat

Screenshot of client review 4 on Khamsat

Screenshot of client review 5 on Khamsat

Screenshot of client review 6 on Khamsat

Experience & Education

Where I've learned and what I've led

Mentoring seasons, teaching, design work and study.

Problem Solving Mentor Current

Mar 2025 – Present

ANU ICPC Community · Assiut, Egypt

Provided mentorship to ANU students, assisting them with problem-solving strategies.
Supported the development of their critical thinking skills, helping them tackle complex tasks effectively.

Problem Solving Mentor

Oct 2024 – Feb 2025

EELU ICPC Community · Assiut, Egypt

Mentored a group of students at EELU, guiding them through problem-solving techniques.
Helped improve their analytical and logical thinking skills, enabling them to solve complex problems efficiently.

Graphic Designer Current

Apr 2024 – Present

Human For Good Community · Assiut, Egypt

Started as an intern with Human for Good, gaining hands-on experience before transitioning to a designer role.
Initially focused on creating designs using Photoshop, later transitioning to Canva for more efficient design work.

Content Creator Current

Dec 2023 – Present

YouTube · @kerlssalah

Created educational content on YouTube, including full playlists on Microsoft Access and SQL.
Share problem-solving walkthroughs and explain key Data Structures topics to support students and beginners in tech.

BSc Computer Science Current

Sep 2023 – Present

Assiut National University · Assiut, Egypt

Fourth-year student with a strong academic foundation in computer science and software engineering.
Relevant coursework: Data Structures & Algorithms, Object-Oriented Programming, Database Systems.

Technical Skills