# ANTONIO MONTANI
## GenAI Engineer | Full Stack Developer | Cloud Architect
antonio.montani@gmail.com | +33 6 79 56 33 01 | https://www.linkedin.com/in/antomontani | Paris, Île-de-France, France | Remote First, Will Travel

## SUMMARY
AI engineer specializing in LLM deployment, prompt engineering, agent development, and tool calling. Experienced with Langchain, LangGraph, Ollama, and Python (Flask, FastAPI) for backend, as well as Bootstrap for frontend. Adept at building and deploying GenAI solutions on Google Cloud Platform (GCP) and automating workflows. Multilingual and recognized for leadership in both technical and business roles. Currently focused on automating processes at Orange Business.

## PROFESSIONAL PHILOSOPHY
- Automate myself out of a job by building scalable, maintainable solutions
- Deliver MVPs quickly and iterate based on real user feedback
- Prioritize clear communication and cross-functional collaboration
- Build for current needs, refactor for future growth
- Foster diverse, high-performing teams and positive work culture

## PROFESSIONAL EXPERIENCE
### Orange Business | Generative AI Engineer | Apr 2024 - Present
Paris, France
- Developed full stack GenAI app to reduce SLA payouts by identifying missing freezes and reducing GTR (Langchain, LangGraph, FastAPI, Gemini, GPT, Claude, agentic tool calling)
- Built backend for GenAI app generating ticket summaries for support teams (Python, CLEAN architecture, Agile)
- Led GCP deployments: Vertex AI, Cloud Run, IAM, Cloud Registry, Compute Engine

### Woyago | Co-Founder | Sep 2020 - Apr 2024
Paris, France
- Co-founded and scaled a travel-themed virtual team building company, serving 2000+ customers
- Led product, marketing, and operations for remote team-building experiences

### Anto's Paris | Developer, Marketer, Manager, Operations | Dec 2014 - Sep 2020
Paris, France
- Managed up to 15 employees; developed and maintained likealocalin.paris (Bootstrap, Ruby on Rails, PostgreSQL)
- Achieved #1 Nightlife and #15 Outdoor Activity on TripAdvisor (Nov 2019)

### Airbnb | Experience Creator | Jun 2014 - Sep 2018
Paris, France
- Designed and delivered alternative Paris experiences for travelers

### Orange | IS Project Manager | Aug 2015 - Mar 2017
Paris, France
- Coordinated 20+ managers to plan IS needs; produced analysis for platform selection

### Orange | Head of Content Delivery Technical Skill Center | Feb 2012 - Jul 2015
- Analyzed CDN requirements across 15 countries; managed vendor relationships and product validation

### Boomeranked | Founder, Developer, Marketer | Jul 2012 - Aug 2014
Paris, France
- Developed and marketed a first-impression analysis app; managed all business operations

### 7 Steps to the Job You Want | Founder & Consultant | Sep 2013 - Jun 2014
- Created a free resource to simplify the job hunting process

### Orange | Content Delivery Architect | Sep 2010 - Jan 2012
- Developed high-level CDN designs; led Dailymotion CDN integration

### Alcatel-Lucent | Network Administrator | Jul 2009 - May 2010
- Maintained Executive Briefing Center (200+ servers); deployed IPv6, multicast, and dynamic routing

### ZTE | Senior Fixed-Network Engineer | Oct 2006 - Aug 2008
- Won major IPTV and NGN RFPs in Venezuela; built and trained pre-sales teams

### Universidad Católica Andres Bello | Telematics Professor | Oct 2007 - Jul 2008
- Taught networking fundamentals and practical labs to 50+ students

### Netnovation | IT Consultant | Feb 2005 - Sep 2006
- Deployed VPNs, firewalls, and VoIP solutions for government and private clients

## EDUCATION
- ISEP - école d'ingénieurs du numérique, Master Sciences IT, Networking Infrastructure, Telecommunications and Services (2008 - 2010)
- UCAB (Catholic University Andres Bello), Telecommunications Engineer (2001 - 2006)
- Universidad Simón Bolívar (2000 - 2001)

## SKILLS
### AI Engineering (Advanced)
Langchain, LangGraph, LLM Deployment, Prompt Engineering, Agent Development, Tool Calling, Ollama
### Cloud Infrastructure (Advanced)
Google Cloud Platform (GCP), Vertex AI, Cloud Run, IAM, Cloud Registry, Compute Engine
### Programming Languages (Advanced)
Python, Ruby, JavaScript, Bash
### Web Development (Advanced)
Flask, FastAPI, Bootstrap, Ruby on Rails
### DevOps & CI/CD (Advanced)
GitLab, Agile, CLEAN Architecture
### Databases (Advanced)
PostgreSQL
### Product & Team Leadership (Advanced)
Startup Operations, Team Management, Agile, MVP Development

## LANGUAGES
English (Native or Bilingual)
French (Native or Bilingual)
Spanish (Native or Bilingual)
Italian (Elementary)
Czech (Limited Working)

## CERTIFICATIONS
- Google Cloud Big Data and Machine Learning Fundamentals
- Associate Cloud Engineer Certification
- Professional Cloud Architect Certification

## HONORS & AWARDS
- Voted Most Popular Startup
- TripAdvisor #1 Nightlife Activity in Paris

## PERSONAL WEBSITE
www.linkedin.com/in/antomontani