Available for work

Prateek Saurabh

AI Product Manager · GenAI Builder · Product Strategist

Hamburg, Germany · Driving data-driven product innovation across backend systems, ML/AI integration, and enterprise transformation.

Experience

About You

Jun 2024 – Present

•Led integration of Vertex AI into e-commerce platform, engineering multi-modal ML pipeline for automated image attribute mapping; reduced time-to-market by 25% and achieved €270K annual cost savings
•Own end-to-end product strategy and roadmap for mission-critical backend application, synchronizing real-time data between core systems and merchant partners, maintaining 99.9% uptime
•Architected Merchant Cross Docking business model with automated SKU normalization and dynamic warehouse routing, enabling pan-European fulfillment across 25+ countries
•Drove data-driven product decisions through monthly stakeholder alignment meetings, capacity forecasting, and KPI tracking to ensure business objective alignment
•Facilitated all Scrum ceremonies and conducted technical discovery sessions with integration partners to shape roadmap priorities

Vertex AIML PipelinesE-commerceProduct StrategyScrumKPI TrackingReal-time Data

IBM

Jul 2020 – May 2024

IBM

Jun 2018 – Jun 2020

Architected LLM-based chatbot using OpenAI GPT-4o-mini with Function Calling, serving as intelligent automated representative.

→ Engineered dual-purpose action framework capturing qualified leads via email API and identifying knowledge gaps
→ Implemented RAG pattern by dynamically aggregating unstructured documents and injecting into system prompt for high-fidelity, context-aware responses

OpenAIGPT-4Function CallingRAG

Built intelligent research system using OpenAI Agents framework and Python asyncio for parallel task orchestration.

→ Integrated Research Manager coordinating specialized AI agents and tool execution (WebSearchTool, SendGrid API)
→ Enforced reliable data flow using Pydantic schemas for structured, API-consumable research deliverables

OpenAI AgentsPythonasyncioPydantic

Product Strategy & RoadmapAgile/ScrumBacklog ManagementStakeholder ManagementProduct DiscoveryA/B TestingKPI Tracking

Python (Pandas, NumPy, asyncio)SQLAWSAPIs (REST, XML, JSON)FigmaJiraConfluenceBigQueryTableau

Data VisualizationGoogle AnalyticsPredictive ModelingFeature EngineeringEDAStatistical Analysis

GenAILLM IntegrationRAG ArchitectureAgentic AIOpenAI APISupervised/Unsupervised LearningRandom ForestSVMModel Deployment