> AI systems in production — 132 hotels, real-time_
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.
yrs production SaaS
faster deployments
hotel onboarding
projects shipped on time
Career
Experience
- ›Core engineer on Ampliphi — AI revenue management SaaS live with 132 independent hotel properties. One of 5 engineers; integrations live with roommaster (Agora OTA 2.0 SOAP), CMS Hospitality, Seekda, CloudBeds, Mews, and StayNTouch.
- ›Architected the dynamic pricing engine — a three-signal model (occupancy/pickup deviation vs 22.5M-row booking curves, PredictHQ demand signals, 11M competitor rates across 17 OTAs) producing 332k rate decisions per nightly batch.
- ›Built the multi-PMS integration layer across push and pull patterns: OTA 2.0 XML/SOAP webhooks for push-based PMSs, normalized REST adapters for pull-based systems.
- ›Owned full-stack feature delivery: data modeling, API design, PostgreSQL schema, Next.js frontend, AWS S3 asset management.
- ›Built Auto-Publishing — threshold-gated automated rate execution across connected distribution channels; 8.6M rates evaluated per month, 65% auto-approved.
- ›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.
Work
Projects
Ampliphi
Live in ProductionRevenue management SaaS live with 132 independent hotel properties. Architected the core pricing engine — a three-signal model blending occupancy/pickup deviation against 22.5M-row booking curves, PredictHQ demand signals, and competitor rates scraped nightly across 17 OTAs (11M rows). Multi-PMS integration via OTA 2.0 SOAP (roommaster/Agora), CMS Hospitality, Seekda, CloudBeds, Mews, and StayNTouch. Auto-Publishing evaluates 8.6M rate decisions per month at 65% full automation.
Live demo: enter a prospect's name and company. The system researches them in real time using live web search, then writes a personalised cold email in under 30 seconds — no templates, every output generated fresh from live data.
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.
Recognition
“Vladimir is the strongest problem-to-root-cause owner in the group. His technical ownership and problem-solving depth are exceptional.”
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.