1.90% DER
Arabic text diacritization with a 9-model ensemble and BiLSTM architecture.
ML/NLP + Software Engineering
Adham Hussin
I build ML/NLP systems and production-grade software with a QA-first mindset. My recent work spans Arabic diacritization, churn intelligence at scale, and credit risk modeling.
Focus snapshot
2026 portfolio
ML/NLP systems with software quality built in
From competition-grade sequence models to production data pipelines, I ship systems that are measurable, explainable, and resilient.
1st
NLP competition
1.90%
diacritization DER
Recent outcomes
594K
Distributed data scale
Telecom churn pipeline in PySpark.
$23.6M
Business impact uplift
Credit lending model vs approve-all baseline.
300+
Quality reliability wins
Regression failures resolved at Siemens DISW.
Highlights
Impact across ML, data, and QA
Evidence-driven outcomes across research, data engineering, and quality automation.
+27.7%
Portfolio value lift from custom threshold tuning on credit lending models.
8%
TCL command coverage increase after migrating 200+ test cases.
49 reports
Issues reported at Siemens DISW, including 4 critical findings.
What I Do
Building blocks for ML-driven products
I balance model design, data systems, and rigorous QA to ship reliable ML.
NLP and Sequence Modeling
BiLSTM ensembles, frozen transformers, and ablation-driven experiments.
AraBERT, Word2Vec, PyTorchData Systems and ML Ops
Distributed pipelines, custom MapReduce algorithms, and model lifecycle tracking.
PySpark, MLflow, FastAPIQuality Engineering
Automation libraries, regression analysis, and cross-team release readiness.
Squish, Cypress, EDA toolsSelected Projects
ML/NLP and data-forward builds
Experience
QA, automation, and engineering impact
Hands-on delivery across Siemens DISW and academic projects.
Jul 2025 - Dec 2025
QA and Test Automation Intern - Siemens DISW, Cairo
- Validated 63 issues (18 ERs, 45 bugs) and reported 49, including 4 critical.
- Extended Squish Python automation for coordinate-independent GUI testing.
- Resolved about 300 regression failures in the Questa One EDA tool.
- Built a POC pipeline for automated visual reference updates.
- Coordinated with R&D, QA, and DevOps teams across four countries.
- Contributed to the 2025.3 release checklist.
Jul 2024 - Dec 2024
QA and Test Engineering Intern - Siemens DISW, Cairo
- Migrated 200+ test cases and achieved an 8% increase in TCL command coverage.
- Manual testing across 500+ TCL commands for the Visualizer EDA tool.
Jul 2023 - Sep 2023
Web Development Intern - Cairo University
- Built a portfolio site with JS, HTML, and SASS.
- Shipped a resume-builder web app using React, TypeScript, and Node.js.
Skills
Tools and platforms
ML and AI
Python
scikit-learn
XGBoost
CatBoost
PyTorch
BiLSTM
AraBERT
Word2Vec
NLTK
MLflow
FastAPI
Hugging Face
Data and Big Data
PySpark
Spark MLlib
Databricks
Pandas
Matplotlib
Seaborn
SQL
PostgreSQL
MongoDB
FRED API
QA and Automation
Squish
Cypress
Flutter Integration Testing
TCL
EDA Tools
Perforce
JIRA
Engineering
C++
Git
GitHub Actions
Docker
Linux
Shell
React
TypeScript
Node.js
Education
Academic background
B.Sc. Computer Engineering - Cairo University
Oct 2021 - Jul 2026 (Expected)
Grade: 88.82%
Leadership
Vice-Head, Software and Automation Development
Cairo University Racing Team (CURT), Sep 2023 - Present
Contact
Ready to collaborate on ML and software systems
Reach out for ML/NLP projects, data systems work, or quality engineering collaboration.