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Vladimir Mawla
Senior Full-Stack AI Engineer
I architect and ship end-to-end AI systems — real-time pricing engines, LLM-integrated financial platforms, autonomous booking automation. Core engineer on Ampliphi, live in production.
Career
Experience
- ›Core engineer on Ampliphi — a commercially launched AI revenue management SaaS for independent hotels. One of 5 engineers, live in production with roommaster, Seekda, and SiteMinder integrations.
- ›Architected the real-time AI dynamic pricing engine: ingests historical booking data, competitor rates, and live demand signals to deliver sub-second pricing recommendations via FastAPI.
- ›Designed and implemented the PMS integration layer enabling 5-minute hotel onboarding with zero workflow disruption.
- ›Owned full-stack feature delivery: data modeling, API design, PostgreSQL schema, Next.js frontend, AWS S3 asset management.
- ›Designed Auto Pilot mode — fully automated rate execution across all connected distribution channels.
- ›Backend engineer for a production B2B SaaS AI financial analyst serving professional investors and institutions.
- ›Built the core document intelligence pipeline: automated SEC filing ingestion via S3 scraping, LLM-based analysis and summarization, structured output via FastAPI endpoints.
- ›Owned the ML-to-API integration layer — translating research outputs into reliable, latency-optimized production endpoints.
- ›Built multi-tenant auth, user management, API rate limiting, and data access controls.
- ›Engineered database schema and query optimization for financial data at scale using PostgreSQL.
- ›Built and shipped a fully autonomous AI customer support and booking system using LLM orchestration with tool calling — zero human agents required for routine transactions.
- ›Reduced deployment time by 80% by designing GitHub Actions + Docker CI/CD pipelines across all client projects.
- ›Led a team of 4 engineers: weekly code reviews, sprint planning, and quality standards — delivered 6 consecutive projects on time and within budget.
- ›Mentored junior developers through pair programming, accelerating their ability to ship independently.
- ›Developed and shipped full-stack features across multiple client products using React, Node.js, and PostgreSQL.
- ›Built and maintained REST API endpoints and frontend components across multiple product launches.
Work
Projects
AI-powered revenue management platform for independent hotels. Architected the real-time dynamic pricing engine — ingesting historical booking data, competitor rates, and live demand signals to generate per-room pricing recommendations in sub-second response times. Integrated with roommaster, Seekda, and SiteMinder PMS systems, enabling 5-minute hotel onboarding.
B2B SaaS platform serving professional investors with automated document intelligence. Built the core pipeline: SEC filing ingestion via S3 scraping, LLM-based analysis and summarization, structured output via production FastAPI endpoints. Includes multi-tenant auth, rate limiting, and optimized PostgreSQL schemas for financial data at scale.
Autonomous AI Booking System
Fully autonomous customer support and booking system for a car rental business. LLM orchestration with tool calling handles availability queries, reservation confirmation, and customer follow-ups end-to-end — zero human agents required for routine transactions.
Stack
Technical Skills
AI & Machine Learning
Languages
Frameworks
Databases
Cloud & DevOps
System Design
Research
Publications
Research of the Possibilities of Using Game Technologies in Education
2021 · Co-author
Study of the Peculiarities of the Application of IT Technologies in Project Activities
2021 · Co-author
CTF Competitions as a Technology for Accelerated Formation of Digital Competencies in the Field of Information Security
2020 · Co-author
Professional Training of Masters in the Conditions of Digital Transformation of Education
2020 · Co-author
Reach Out
Get in Touch
Open to senior engineering roles, AI infrastructure work, and interesting problems. Based in Lebanon, working remotely.