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mazen ayoub

@mazenayoub

Data analyst in the ITG Incubator Program building a financial intelligence engine for benchmarking NVIDIA, Intel, and TSMC.

Jordan
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In the ITG Incubator Program, I’m developing TitanPluse, a financial intelligence and market analytics engine that benchmarks NVIDIA, Intel, and TSMC. I’m automating financial calculations and building dashboards with Python, FastAPI, Gradio, and n8n.

For my Nike & Adidas Market Sentiment & KPI Forecasting Dashboard, I processed more than 500,000 rows of retail sales data and used advanced DAX to track corporate KPIs. I also integrated Python-based sentiment analysis to compare consumer perception across three product categories.

I built an NLP sentiment engine that classified more than 10,000 customer reviews and reached 87% accuracy, with insights displayed in Power BI. My other projects include a DCF valuation platform for NVIDIA and financial and workforce analytics dashboards.

Experience

Work history, roles, and key accomplishments

IP
Current

Titan Pluse Project Developer

ITG Incubator Program

Sep 2026 - Present (1 month)

Engineering an end-to-end financial intelligence and market analytics engine to benchmark tier-1 tech giants through rigorous mathematical comparison. Developing scalable corporate capstone projects that merge enterprise-level software engineering with AI-driven analytics workflows and automated data synchronization via n8n.

IP
Current

Nike & Adidas Market Sentiment & KPI Forecasting Dashboard

ITG Incubator Program

Feb 2026 - Present (8 months)

Processed and structured over 500,000+ rows of unstructured retail sales data utilizing optimized SQL joins and ETL architectures. Constructed advanced DAX measures to track critical strategic corporate KPIs, including digital revenue streams and relative market share tracking.

IP

NLP Sentiment Engine on Customer Experience

ITG Incubator Program

Deployed a machine learning text processing pipeline utilizing NLTK and TextBlob to classify over 10,000+ unstructured customer reviews, automated via n8n integration. Trained a text classification engine reaching 87% accuracy, mapping insights directly to an analytical PowerBI dashboard for real-time customer behavior tracking.

IP

HR Workforce Analytics & Compensation Performance Analytics

ITG Incubator Program

Designed high-level HR executive dashboards visualizing corporate payroll distribution, global pay equity insights, and talent retention patterns. Transformed fragmented, static data sources into fully structured Star-Schema models to report cross-departmental employee utilization and talent churn.

IP

NVIDIA Valuation & Financial Analysis Platform

ITG Incubator Program

Developed a comprehensive financial valuation model based on Discounted Cash Flow (DCF) and quantitative financial multiples analysis. Analyzed complex revenue drivers and microeconomic competitive landscapes to estimate NVIDIA's intrinsic valuation, uncovering a modeled upside of ~22%.

IP

S&P Global Market & Financial Operations Dashboard

ITG Incubator Program

Engineered an interactive, production-ready financial dashboard tracking key equity research metrics and operational performance KPIs. Applied advanced ETL workflows to seamlessly ingest, clean, and transform complex, multi-layered S&P macroeconomic datasets.

Education

Degrees, certifications, and relevant coursework

IP

ITG Incubator Program

Incubator Program, Data Analytics

2026 -

Active participant in the ITG Incubator Program, developing a financial intelligence and market analytics engine.

TH

The Seed Hub

Bootcamp Graduate, Data Analytics

2026 - 2026

Graduate of the Data Analytics Professional Bootcamp from April to July 2026.

CT

Coderz for Software and Training

Professional Training Diploma, Artificial Intelligence

Professional Training Diploma in Artificial Intelligence.

HA

High Horizon Software & TAG Academy

Intensive Credentials, Software Engineering

Earned Software Engineering Intensive Credentials.

CC

Cambridge International College

Postgraduate Certificate, Data Analysis

Completed a Data Analysis Postgraduate Certificate.

Tech stack

Software and tools used professionally

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