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smart_toy

Python & AI Developer in Madagascar

Want to integrate artificial intelligence into your product or automate complex processes with Python? Based in Antananarivo, I build AI applications, high-performance APIs with FastAPI, and intelligent agents connected to Claude and GPT. 20+ projects delivered, rates 2-3x lower than US/European freelancers.

AI application developed in Python by Manda - Artigen image generator
smart_toy

Claude & GPT

Native integration of top LLMs

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FastAPI

Ultra-fast Python APIs

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AI Agents

Autonomous agents with LangChain

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Scraping

Automated data extraction

psychology

Applied ML

Recommendations, classification, NLP

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Competitive rates

2-3x more affordable than US/EU

Why Python for AI in 2026?

Python dominates AI and data science development. According to the TIOBE Index 2026, Python is the #1 programming language worldwide, used by 90% of artificial intelligence projects.

Unmatched AI ecosystem — TensorFlow, PyTorch, LangChain, scikit-learn, Hugging Face. All major AI libraries are in Python.

FastAPI — The fastest Python framework for REST APIs. Performance comparable to Node.js and Go, with Python's simplicity. Automatic documentation (Swagger), data validation (Pydantic), native async support.

LLM integration — Anthropic (Claude) and OpenAI (GPT) SDKs are Python-first. Building AI agents, chatbots or RAG systems is done natively in Python.

Python + FastAPI is the natural choice when your project involves AI, data processing or complex automations.

What I build with Python

AI applications — Intelligent chatbots, content generators, recommendation systems, sentiment analysis. Integration of Claude, GPT-4, Mistral and open-source models.

Backend APIs (FastAPI) — High-performance REST APIs for your web and mobile applications. Authentication, validation, rate limiting, automatic documentation.

Autonomous AI agents — Agents that execute complex tasks: web research, document analysis, decision-making, interaction with third-party APIs. Built with LangChain and Claude.

Scraping & Data — Web data extraction, cleaning, transformation and database loading. BeautifulSoup, Scrapy, Selenium.

Automation — Python scripts connected to N8N for complex workflows: file processing, email sending, data synchronization, automatic reporting.

Computer Vision — Image processing, OCR, object detection with OpenCV and pre-trained models.

Python + JavaScript: the winning duo

I don't just do Python. My strength is combining Python (AI backend) with JavaScript/Next.js (frontend) for complete applications.

Typical architecture: - Frontend: Next.js + React + Tailwind CSS — modern, performant user interface - AI Backend: FastAPI Python — AI processing, ML, scraping - Database: Supabase (PostgreSQL) — structured data, auth, real-time - Automation: N8N — workflow orchestration between services

Concrete example — Artigen: - Next.js frontend for the image generation interface - FastAPI Python backend for AI model calls - Supabase for image storage and authentication - Result: 100 concurrent users on free hosting (Render)

This fullstack architecture delivers complete AI products, not just isolated Python scripts.

Why a Python & AI developer from Madagascar?

Applied AI expertise — I'm not a theoretical data scientist. I build functional AI products that end users actually use. Every project ships with a user interface, not just a Jupyter notebook.

Competitive rates — An AI project costing $12,000-24,000 with a US-based freelancer comes to $3,500-9,000 with me. AI shouldn't be reserved for companies with big budgets.

AI-assisted development — I use Claude Code daily to write code faster and cleaner. An AI developer who builds with the help of other AIs — it's meta, but it works.

Complete stack — Python for AI + Next.js for frontend + Supabase for backend + N8N for automation. One point of contact for your entire project, not 3 different freelancers.

GMT+3 timezone — Real-time collaboration with Europe. Communication in French and English.

AI use cases for businesses

AI customer service — Chatbot connected to your knowledge base that answers FAQs 24/7. 60-80% reduction in support ticket volume.

Content generation — Automatic writing of product descriptions, SEO content, marketing emails. Supervised by humans, produced by AI.

Document analysis — Automatic extraction of information from PDFs, invoices, contracts. OCR + LLM to transform unstructured documents into actionable data.

Personalized recommendations — Matching and recommendation algorithms for marketplaces, e-commerce and content platforms.

Automated monitoring — Scraping of competitor sites, social media, news sources. Daily AI summaries delivered via email or Slack.

Process automation — Replacing repetitive manual tasks with AI workflows: email classification, application sorting, lead scoring.

Technologies and tools

Languages — Python 3.12+, TypeScript, SQL

Frameworks — FastAPI, Flask, Next.js, React

AI & ML — Claude API (Anthropic), OpenAI API, LangChain, Hugging Face Transformers, scikit-learn

Data — Pandas, NumPy, PostgreSQL (Supabase/Neon), Redis

Scraping — BeautifulSoup, Scrapy, Selenium, Playwright

Automation — N8N, cron scripts, GitHub Actions

Deployment — Render, Vercel, Docker, Railway

Dev tools — Claude Code, GitHub Copilot, VS Code, Git

Frequently asked questions

How much does a Python AI project cost?

A simple AI chatbot connected to your documentation starts at $1,800. A complex AI agent with scraping, analysis and decision-making costs between $3,500 and $9,000. A complete AI application with user interface ranges from $6,000 to $18,000.

Do I need big data to use AI?

No. With pre-trained models like Claude and GPT, you can create powerful AI applications without training data. Fine-tuning is optional and reserved for cases where you have very specific needs.

Can AI replace my employees?

AI augments your teams, it doesn't replace them. An AI chatbot handles repetitive questions so your team focuses on complex problems. A scraping agent collects data continuously so your team analyzes and decides. Humans remain at the center of decision-making.

Which AI models do you use?

I primarily work with Claude (Anthropic) and GPT-4 (OpenAI) for text processing, content generation and AI agents. For computer vision, I use open-source models via Hugging Face. Model choice depends on your use case and budget.

Is my company data secure?

Yes. I configure architectures where your data stays on your own servers. API calls to AI services (Claude, GPT) are encrypted in transit. For sensitive data, I use self-hosted open-source models that don't share anything with third parties.

Do you offer AI system maintenance?

Yes. AI systems require monitoring: model updates, prompt adjustments, performance monitoring. I offer monthly maintenance contracts adapted to your system's complexity.

No-code projects delivered

AI image generator Python FastAPI - Artigen

Artigen — AI Generator

AI image generator (Next.js + FastAPI Python) handling 100 concurrent users.

Python automated scraping script with N8N - FlowRemote

FlowRemote — Python Scraping

Automated job scraping with AI processing and email distribution.

SaaS developed with AI assistance Claude Code - Factumation

Factumation — AI-Assisted Dev

Complete SaaS developed in 3 days using AI-assisted development with Claude Code.

Dashboard with AI integration for data analysis - ScalApp

ScalApp — Dashboard + AI

Dashboard with automated data analysis and AI recommendations.

Ready to start your project?

Let's discuss your needs in a free 30-minute discovery call.

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