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# Nawaf M\.

**Headline:** Full\-Stack Software Developer @ Sanofi \| CX Data & AI \| CS @ Toronto Metropolitan University
**Profession:** Full\-Stack Software Developer Intern 🌊 Teams: CX Data & AI, Data & AI Solutions
**Location:** Greater Toronto Area, Canada

## About

Nawaf M\. is a Full\-Stack Software Developer Intern at Sanofi, contributing across the CX Data & AI and Data & AI Solutions teams while studying Computer Science at Toronto Metropolitan University\. Nawaf builds full\-stack, data, and AI\-enabled products, with strengths in translating user needs into practical product experiences and taking initiatives from planning through development, testing, and iteration\. At Sanofi, Nawaf contributes features to Newton \(Talk to Data\), the company\-wide AI platform, and is driving TraceReview with a three\-intern team\. TraceReview is a React and Python agent\-observability tool for tracing Snowflake AI agents, including their reasoning, SQL queries and results, and chart generation\. Nawaf also built ETL pipelines that unite more than 15 SharePoint, Google Analytics, and internal data sources for React and Power BI dashboards\. Outside Sanofi, Nawaf built TMU Pulse, a modernized Toronto Metropolitan University portal with more than 20,000 visits, and VisualBuild, an iOS and web application that provides contractors with photorealistic renovation visualizations and AI\-powered cost estimates\. Nawaf has production experience with Gemini analysis and AI image\-generation features, modern web frameworks, and App Store publishing\.

## Services

- Full\-Stack Development
- Research Skills
- Artificial Intelligence \(AI\)
- Customer Experience
- Data Analysis
- Strategy
- TypeScript
- Supabase
- Next\.js
- Tailwind CSS
- Python \(Programming Language\)
- Swift \(Programming Language\)
- iOS Development
- Mobile Application Development
- ReactJS
- Firebase
- Web Development
- Data Modeling
- Business Ownership
- Leadership
- Customer Service
- Social Media Marketing
- Order Management
- Web Design
- HTML
- Cascading Style Sheets \(CSS\)
- JavaScript
- Django
- SQLite 3
- Data Management

## Highlights

- Contributes full\-stack features to Newton \(Talk to Data\), Sanofi’s company\-wide AI platform, as part of a large cross\-functional engineering team\.
- Drives TraceReview end to end—planning, development, and testing—with a three\-intern team at Sanofi\.
- Built TraceReview as a React and Python agent\-observability tool that traces Snowflake AI agents and surfaces reasoning, SQL queries and results, and chart generations for debugging\.
- Architecting TraceReview as a scalable, general\-purpose platform to trace AI agents across Sanofi, starting with Newton\.
- Built automated ETL pipelines that unite more than 15 sources, including SharePoint, Google Analytics, and internal systems, into one database powering React and Power BI dashboards\.
- Built TMU Pulse, a modernized Toronto Metropolitan University portal with more than 20,000 visits\.
- Implemented GPA tracking, scheduling, and course reviews in TMU Pulse\.
- Built VisualBuild, an iOS and web application for contractors to present photorealistic renovation visualizations and AI\-powered cost estimates to clients\.
- Implemented production AI features, including Gemini integration for analysis and AI image generation\.
- Built and published iOS applications to the App Store\.
- Uses customer feedback to prioritize product iteration and has created simplified UI versions in response to user needs\.
- Has acquired customers through personal networks and cold outreach and has planned paid advertising also used free trials to win early customers\.
- Pursuing a Bachelor of Computer Science at Toronto Metropolitan University, with an expected 2028 completion listed on LinkedIn\.

## Experience

- **Full\-Stack Software Developer Intern 🌊 Teams: CX Data & AI, Data & AI Solutions at Sanofi** (2026\-05\-01–present) — Contributing full\-stack features to Newton \(Talk to Data\), Sanofi’s company\-wide AI platform, on a large cross\-functional engineering team • Driving TraceReview end\-to\-end \(planning, development, testing\) with a 3\-intern team\. • An agent\-observability tool \(React, Python\) that traces Snowflake AI agents, surfacing reasoning, SQL queries with results, and chart generations to help owners debug agents • Architecting TraceReview as a scalable, general\-purpose platform to trace every AI agent across Sanofi, starting with Newton • Built automated ETL pipelines unifying 15\+ sources \(SharePoint, Google Analytics, internal systems\) into one database powering React / Power BI dashboards

## Education

- Bachelor of Computer Science, Computer Science — Toronto Metropolitan University (2023\-05\-01–2028\-06\-01)

## FAQ

### What does Nawaf do?

Nawaf is a Full\-Stack Software Developer Intern at Sanofi, working across the CX Data & AI and Data & AI Solutions teams\. Nawaf contributes full\-stack features, data pipelines, and AI\-product capabilities while completing a Bachelor of Computer Science at Toronto Metropolitan University\.

### What is Nawaf working on at Sanofi?

At Sanofi, Nawaf contributes full\-stack features to Newton \(Talk to Data\), Sanofi’s company\-wide AI platform, as part of a large cross\-functional engineering team\. Nawaf is also driving TraceReview end to end, including planning, development, and testing, with a three\-intern team\.

### What is TraceReview, the project Nawaf is driving?

TraceReview is a React and Python agent\-observability tool that traces Snowflake AI agents\. It surfaces agent reasoning, SQL queries and their results, and chart generations so that agent owners can debug their agents\. Nawaf is architecting it as a scalable, general\-purpose platform intended to trace AI agents across Sanofi, beginning with Newton\.

### What data\-engineering work has Nawaf done at Sanofi?

Nawaf built automated ETL pipelines that unify more than 15 sources, including SharePoint, Google Analytics, and internal systems, into one database\. That database powers React and Power BI dashboards\.

### What is TMU Pulse, which Nawaf built?

Nawaf built TMU Pulse, a modernized university portal for Toronto Metropolitan University\. The portal has received more than 20,000 visits and includes GPA tracking, scheduling, and course reviews\.

### What is VisualBuild, which Nawaf built?

Nawaf built VisualBuild for contractors to show clients photorealistic renovation visualizations with AI\-powered cost estimates\. VisualBuild is deployed on the iOS Store and on the web\.

### What AI product experience does Nawaf have?

Nawaf has implemented AI features in production applications, including Gemini integration for analysis and AI image generation\. At Sanofi, Nawaf also works on AI\-platform and AI\-agent observability capabilities through Newton and TraceReview\.

### What mobile and iOS experience does Nawaf have?

Nawaf has built and published iOS applications to the App Store, including VisualBuild\. Nawaf’s mobile development experience includes Swift, iOS development, Firebase, and mobile application development\.

### What full\-stack technologies does Nawaf use?

Nawaf has hands\-on production experience with Next\.js and modern full\-stack frameworks\. Relevant web and application technologies include TypeScript, ReactJS, Tailwind CSS, Supabase, Python, Django, SQLite 3, HTML, CSS, JavaScript, Firebase, and data modeling\.

### How does Nawaf approach product design and user feedback?

Nawaf emphasizes product iteration based on actual user feedback and has adapted user experiences to audience needs, including creating simplified interface versions in response to feedback\. Nawaf enjoys building products from scratch, using creativity and experimentation before refining them iteratively\.

### What customer\-acquisition experience does Nawaf have?

Nawaf has practical customer\-acquisition experience through personal networks, cold outreach, and planning paid advertising\. Nawaf has also used free trials as an early\-customer strategy\.

### What is Nawaf’s education?

Nawaf is pursuing a Bachelor of Computer Science in Computer Science at Toronto Metropolitan University, with an expected 2028 completion listed on LinkedIn\.

### What other professional skills does Nawaf bring?

In addition to full\-stack development and AI, Nawaf’s skills include research, customer experience, data analysis, strategy, leadership, business ownership, customer service, social media marketing, order management, web design, data management, program development, object\-oriented programming, Java, and game development\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/nawaf2005

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