You will get ML Engineer | Python · Scikit-learn · FastAPI Deployment
Project details
I build machine learning models that ship as production-ready APIs
your app can actually call — not just Jupyter notebooks.
Most ML freelancers deliver a .pkl file.
I deliver a working, documented API endpoint — containerized,
tested, and ready to integrate.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🤖 WHAT I BUILD
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
→ Supervised ML models (classification, regression, prediction)
→ Computer Vision systems (OpenCV, TensorFlow, CNNs)
→ NLP pipelines (text classification, sentiment, entity recognition)
→ FastAPI REST endpoints — clean, documented, production-ready
→ Docker packaging for deployment anywhere
📦 RECENT WORK
· Employee Churn Predictor — Scikit-learn model deployed as a
FastAPI endpoint, integrated into a Next.js HR dashboard
· Facial Emotion Detection — CNN (TensorFlow/Keras) with
real-time classification via OpenCV (5 emotion classes)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🛠 TECH STACK
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Python · Scikit-learn · TensorFlow · Keras · OpenCV
FastAPI · Docker · PostgreSQL · NumPy · Pandas
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Tell me your business problem.
I'll tell you if ML can solve it — and exactly how.
your app can actually call — not just Jupyter notebooks.
Most ML freelancers deliver a .pkl file.
I deliver a working, documented API endpoint — containerized,
tested, and ready to integrate.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🤖 WHAT I BUILD
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
→ Supervised ML models (classification, regression, prediction)
→ Computer Vision systems (OpenCV, TensorFlow, CNNs)
→ NLP pipelines (text classification, sentiment, entity recognition)
→ FastAPI REST endpoints — clean, documented, production-ready
→ Docker packaging for deployment anywhere
📦 RECENT WORK
· Employee Churn Predictor — Scikit-learn model deployed as a
FastAPI endpoint, integrated into a Next.js HR dashboard
· Facial Emotion Detection — CNN (TensorFlow/Keras) with
real-time classification via OpenCV (5 emotion classes)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🛠 TECH STACK
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Python · Scikit-learn · TensorFlow · Keras · OpenCV
FastAPI · Docker · PostgreSQL · NumPy · Pandas
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Tell me your business problem.
I'll tell you if ML can solve it — and exactly how.
Machine Learning Tools
ChatGPT, Google Sheets, GPT-3, Keras, MLflow, NumPy, OpenCV, Python, scikit-learn, Scrapy, Sonnet, SQL, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$1,100
|
|---|---|---|---|
| Delivery Time | 4 days | 8 days | 18 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 3 | 5 |
Number of Graphs/Charts | 2 | 4 | 7 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$80 - $50
Additional Revision
+$30
Additional Model Variation
(+ 2 Days)
+$90
Additional Scenario
(+ 1 Day)
+$50
Additional Graph/Chart
+$25
Model Validation/Testing
(+ 2 Days)
+$120
Model Documentation
(+ 1 Day)
+$80
Data Source Connectivity
(+ 2 Days)
+$130About Hassan
Full-stack web developer
Agadir, Morocco - 6:34 am local time
Key Expertise:
✅ Frontend Development
- React & TypeScript: Building scalable, type-safe applications with dynamic UIs, leveraging React hooks, state management, and component-driven architecture.
- Shadcn UI & TailwindCSS: Expert in crafting aesthetically pleasing and responsive designs with utility-first CSS and component libraries.
- React Query (TanStack): Efficiently manage server state, API calls, and cache with React Query to optimize data fetching and rendering performance.
- UI Components & Forms: Proficient in complex form handling, including dynamic form state management, validation with libraries like zod, and creating reusable components (i.e., tabs, preview buttons).
✅ Backend & API Integration
- AWS Lambda & Hono: Skilled in building lightweight, serverless backends using AWS Lambda and the Hono framework for efficient and secure API interactions.
- Authentication & JWT: Experienced in implementing authentication flows, managing cookies, and token handling to securely connect frontends with backend APIs.
- API Design & Proxies: Proficient in setting up API gateways and proxies for external authentication services.
✅ Project Management & Development Tools
- Git & Docker: Efficient in version control and containerizing applications for development and deployment.
- Vite: Fast and modern tooling for building React apps, ensuring optimal performance and fast build times.
- VSCode & Linter Setup: Comfortable setting up development environments with linters, .env files, and Docker for consistent and clean code.
Why Choose Me?
I’m passionate about creating smooth, reliable, and user-friendly applications. I work closely with clients to ensure that every solution is tailored to their needs while maintaining best practices in code quality and performance optimization.
If you're looking for a detail-oriented developer who can bring your ideas to life efficiently, I’d love to collaborate!
Steps for completing your project
After purchasing the project, send requirements so Hassan can start the project.
Delivery time starts when Hassan receives requirements from you.
Hassan works on your project following the steps below.
Revisions may occur after the delivery date.
Data Review & Problem Definition
I analyze your dataset, check for missing values, and confirm the prediction goal. I'll reach out if anything needs clarification before starting.
Data Preprocessing & Feature Engineering
I clean the data, handle outliers, encode categorical variables, and engineer features to maximize model performance.