FPL Insights
Interactive analytics tool for Fantasy Premier League that uses Python, Streamlit, and XGBoost models to surface player trends, compare options, and support smarter squad decisions.
PythonStreamlitXGBoostMachine Learning+1
Available for opportunities
Hi, I'm
Wael Hcine
|
Crafting scalable web applications and intelligent data pipelines that drive business impact
2+
Years Experience
10+
Projects
30+
Tech Stack
About Me
Building Solutions That Matter
I build innovative and scalable solutions, bridging the gap between cutting-edge front-end design and robust back-end data engineering.
I specialize in building end-to-end solutions that combine modern web technologies with robust data engineering practices. My work focuses on creating scalable systems that transform raw data into actionable insights.
What I Bring
- Full-stack development with modern frameworks
- Data pipeline design and optimization
- Cloud-native architecture and deployment
- Performance analytics and business intelligence
2+
Years Experience
30+
Projects
50+
Technologies
Business Intelligence Engineer
ESPRIT · 2019 - 2024
Focused on data warehousing, ETL processes, machine learning, and full-stack development
Experience
Career Timeline
- Designed and shipped sports performance web platforms using Angular, Node.js, Spring Boot, Python, and tuned REST/GraphQL APIs to deliver live metrics to thousands of users.
- Owned and improved ETL workflows for ingesting raw sports and tracking data, cutting processing time and boosting PostgreSQL-based cloud performance.
- Built computer vision pipelines in PyTorch, exported them to ONNX, and deployed them with WebGPU to power real-time video analysis in production.
- Set up end-to-end CI/CD with Azure, Docker, GitHub Actions, and Kubernetes, significantly accelerating and stabilizing the release process.
- Drove team delivery by managing Jira boards and GitHub workflows, improving collaboration and code throughput.
- Implemented rigorous data-quality checks on financial and Azure resource datasets to keep analytics and reporting reliable.
- Developed analytical and forecasting models for Azure resource usage that contributed to reducing infrastructure costs.
- Created interactive Power BI dashboards that highlighted cloud performance, utilization, and financial trends for stakeholders.
- Optimized data extraction from Azure Data Lake with SQL and automated ETL jobs, reducing manual intervention and errors.
- Monitored Azure workloads to uncover behavioral patterns that guided performance tuning and cost optimization.
- Produced Power BI dashboards that enhanced visibility into operational KPIs and customer-facing service metrics.
- Collaborated with cross-functional teams to translate business issues into data-driven analyses and recommendations.
- Automated recurring reporting processes with Power Automate, shortening delivery times and minimizing manual effort.
- Supported SLA monitoring and follow-up to maintain service reliability and improve incident response.
Projects
Featured Work
Fantasy Premier League (FPL) Data Warehouse & Analytics Platform
End-to-end FPL data platform that ingests over one million records per week via Dockerized Spark jobs, orchestrated with Airflow, into a PostgreSQL warehouse with highly reliable automated ETL.
DockerApache SparkPostgreSQLApache Airflow+1
World Development Indicator Dashboard
Power BI dashboard suite backed by a Talend-based ETL pipeline that consolidates heterogeneous global development datasets and exposes key economic and social indicators through an accessible web interface.
Power BITalendETLData Warehousing+1
Coming Soon
ComingSoon
New project currently in development, combining advanced analytics with modern fullstack engineering best practices.
Coming Soon
Skills
Technologies & Tools
Data Engineering
Apache Airflow
Apache Spark
Kafka
Hadoop
Talend
ETL Pipelines
Data Warehousing
Data Modeling
Full-Stack Development
Angular
Spring Boot
Node.js
TypeScript
JavaScript
Python
GraphQL
Flask
RESTful APIs
Cloud & DevOps
Azure
AWS
GCP
Docker
Kubernetes
GitHub Actions
CI/CD
Git
Jira
ML/AI
Computer Vision
PyTorch
TensorFlow
XGBoost
ONNX
OpenCV
Scikit-learn
Databases
PostgreSQL
Supabase
MongoDB
MySQL
SQL Server
Tools
Power BITableau
Metabase
Excel
Power Automate
Data Visualization
Credentials
Professional Credentials
Google Data Analytics
View
Neural Networks and Deep Learning
DeepLearning.AI
View
Google Business Intelligence
View
AI For Everyone
DeepLearning.AI
View
Always learning and growing • More certifications in progress
Contact
Let's Connect
Ready to start a project or discuss opportunities? Let's talk.