Looking for a job

marwan nasser

@marwannasser

Data Science student building ML systems, including StocKast, an inventory platform with demand forecasting and explainable stockout-risk predictions.

Egypt

Message

What I'm looking for

I’m targeting internship or entry-level roles in Data Science, Machine Learning, Deep Learning, or AI/Data Annotation.

At DEPI – Microsoft Machine Learning Engineer Track, I built ML/DL pipelines spanning CNNs, RNNs, NLP models, and classical algorithms. I also developed projects in data preprocessing and feature engineering using Python and Scikit-learn.

I built StocKast, a full-stack inventory analytics platform that forecasts product demand and classifies stockout risk with explainability. It includes a constrained Gemini reporting layer, more than 130 automated tests, and a live deployment on Streamlit Community Cloud.

At RWS Group, I annotate and validate datasets across text, image, audio, and video. I’ve also evaluated AI-generated code and text at Outlier AI, and designed competitive programming sessions at Sadat Academy for Management Sciences (SAMS).

Experience

Work history, roles, and key accomplishments

Current

AI Trainer / Data Annotator

Current

RWS Group

Aug 2025 - Present (1 year 2 months)

Annotated and validated large-scale datasets across text, image, audio, and video modalities for model training. Maintained high accuracy through rigorous quality control processes and detailed annotation guidelines.

Data Annotation Text Annotation Image Annotation Audio Annotation Video Annotation Quality Control Dataset Validation

AI/ML Engineering Trainee

DEPI

Nov 2025 - Jul 2026 (8 months)

Built ML/DL pipelines covering CNNs, RNNs, NLP models, and classical algorithms. Developed practical projects in data preprocessing and feature engineering using Python and Scikit-learn.

Python scikit learn Machine Learning Deep Learning CNN RNN NLP Model Evaluation Feature Engineering

AI Trainer / Data Annotator

Outlier AI

May 2025 - May 2026 (1 year)

Evaluated AI-generated code and text outputs to improve model alignment across coding, transcription, and classification tasks. Performed data labeling and QA to produce high-accuracy training datasets.

Data Labeling QA Response Rating RLHF Coding Transcription Classification

ICPC Instructor & Team Lead

Sadat Academy for Management Sciences

Oct 2024 - Nov 2025 (1 year 1 month)

Designed and delivered competitive programming sessions in Python and C++ covering algorithms and data structures. Mentored 20+ students in problem-solving techniques and led a student team through full-cycle development of a food delivery application.

Python C++Algorithms Data Structures Mentorship Team Leadership Competitive Programming