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Fortan Pireva

@fortanpireva

Lead AI Engineer at Genpact building production Source-to-Pay agents and tooling that turns coding agents into application builders.

Kosovo

Message

At Genpact, I lead development of two production agentic Source-to-Pay products: Sourcing and Purchasing. I build multi-agent pipelines with Python, LangGraph, and FastAPI, with structured outputs and human-in-the-loop controls.

Through Codeks, I build custom full-stack products and agentic tooling, including phase-gated playbooks, automated validation gates, and MCP interfaces for coding agents. Earlier, I worked on Enpal’s customer portal and led development of Lucoyo, a GDPR-compliant SaaS platform for psychotherapeutic practices.

Experience

Work history, roles, and key accomplishments

Current

Lead AI Engineer

Current

Genpact

Sep 2025 - Present (1 year 1 month)

Leading development of two agentic Source-to-Pay products for enterprise procurement automation. Built a plugin-based configuration system for multi-cloud deployments and multi-agent LLM pipelines with human-in-the-loop controls.

Python LangGraph fastAPI Pydantic Multi agent orchestration Human In The Loop Design AWS Docker

Current

Founder

Current

Codeks

Apr 2024 - Present (2 years 6 months)

Founded and run an AI engineering agency building custom full-stack products for pre-seed startups and solopreneurs, from concept to launch. Designed phase-gated playbooks and automated validation gates for coding agents.

AI Engineering Fullstack Development Next.js TypeScript Playwright MCP fastAPI

AI Mobile Engineer

Ancient Remedies

May 2026 - Sep 2026 (4 months)

Led development of a wellness mobile app in React Native/Expo, owning backend, AI engineering, and Supabase infrastructure. Built a nightly AI content-generation pipeline and personalized push notifications, growing the app to $1k MRR in 3 months.

React Native Expo Supabase AI Content Generation Push Notifications Backend Development

Frontend Engineer

Enpal

May 2023 - Apr 2024 (11 months)

Implemented and optimized features for Enpal's customer portal, improving responsiveness by 30% and cutting initial page load to under 500ms. Integrated Azure B2C authentication in a Next.js application, securing access for 100,000+ users.

Next.js AzureADB2C frontend optimization Authentication

Frontend Engineer

Metanoia GmbH

Apr 2023 - Jan 2024 (9 months)

Led development of Lucoyo, a GDPR-compliant SaaS platform digitizing psychotherapeutic practices. Owned the full product lifecycle and launched within 2 months, translating complex regulatory and usability requirements into a scalable web solution.

SaaS GDPR Compliance Product Lifecycle Management Web Development

Full-Stack Engineer

Guest Connect

Oct 2022 - May 2023 (7 months)

Developed a SaaS platform for scheduled SMS campaigns across frontend and backend. Revamped the admin panel with custom React components, reducing Firebase API calls by 40%.

React Firebase SaaS SMS Campaigns Fullstack Development

Software Engineer

Gjirafa Inc

Jan 2021 - Oct 2022 (1 year 9 months)

Led migration of 10TB+ of video content by building custom migration workers, moving from JWPlayer to VPPlayer within a 1-week deadline with full operational continuity. Customized video player functionality and implemented ad-bidding strategies to reduce ad-blocker impact and optimize monetization.

Video Storage Migration JW Player VPPlayer Bidding JavaScript

Freelance JavaScript Developer

Upwork

Jun 2019 - Jan 2021 (1 year 7 months)

Delivered custom web applications, admin panels and data visualizations (Mapbox, Three.js, D3.js) for clients across the US and Europe.

JavaScript Mapbox ThreeJS D3.Js Web Applications Admin Panels Data Visualization

Education

Degrees, certifications, and relevant coursework

Constructor University

Master of Science, Software Engineering

2022 - 2024

Pursued a Master of Science in Software Engineering at Constructor University, Bremen (formerly Jacobs University) from September 2022 to August 2024.