name: Monil Raval
location: Kaufbeuren, Bavaria, Germany 🇩🇪
languages: English (C1) · German (B1, advancing) · Gujarati (Native)
currently:
role: Operations Lead Associate @ Amazon EU, Graben
founder: ClarusHorizon — AI tools & platform for product practitioners
building: OpsIQ · ShiftSense AI · PRD Generator
previously:
- Product Owner @ AGCO GmbH (PIM & E-Commerce, 5 EU markets, 10 months - Maternity Cover)
- Agile PM & Change Enablement @ Robert Bosch GmbH, Stuttgart
education:
- MBA & Engineering — Hof University of Applied Sciences, Germany (2024)
- MSc Information Technology — GLS University, India (2019)
seeking:
- Product Owner roles in Germany
- Operations Analyst / Digital Transformation
- English-friendly teams in DE, EU, or remoteclarushorizon.com — an AI-focused platform built for product practitioners, run as a real venture alongside my day job.
- Live AI tools for PMs/POs, starting with the Acceptance Criteria Writer (see below)
- A €19 AI prompt pack for PMs — 30 prompts on Gumroad
- Execution runs through an 11-agent Claude Project system (a Chief of Staff, five functional Chiefs, specialist agents, and an independent red-team critic) — I set direction and sign off on everything before it ships; nothing goes live without my review
- Content principles: no employer names, no hashtags, no AI-sounding writing
| Project | What It Does | Stack | Live |
|---|---|---|---|
| 🧭 ClarusHorizon | AI-focused platform for product practitioners — live site, AI tools, and a prompt pack for PMs, run on an 11-agent execution system | WordPress · Claude API · Agent Orchestration | ▶ Visit Site |
| ⚡ Acceptance Criteria Writer | AI tool that generates acceptance criteria from user stories — duplicate-backlog detection, Jira/Azure DevOps formatting, multi-story generation | Claude API · Vercel · Vercel KV | View Repo |
| 🧠 OpsIQ | Interactive Product Operations Intelligence Suite — 7 live modules: KPI dashboard, shift simulator, A3 bottleneck analysis, RICE prioritiser, backlog analyser, sprint roadmap | HTML · CSS · JS · Canvas API | ▶ Live Demo |
| 📊 PIM Quality Monitor | B2B PIM data quality intelligence dashboard — 102,847 SKUs, 50 markets, 6 modules: completeness scoring, market heatmap, attribute governance, anomaly detection, architecture diagram. Built from real PO experience managing PIM across 5 EU markets. | HTML · SVG · Vanilla JS · CSS | ▶ Live Demo |
| ⚙️ ShiftSense AI | Predicts warehouse demand peaks and recommends staffing levels — built from 400+ Amazon EU shifts | Python · scikit-learn · pandas · Streamlit | In Progress |
| 📄 PRD Generator | AI-powered tool that generates complete PRDs from a plain-language feature description in under 5 minutes — built from frustration as PO at AGCO | Python · LLM APIs · Prompt Eng. | View Repo |
2021 ────────── Started MBA & Engineering — Hof University (2021–2024)
Operational Excellence + IT · Dual Degree
2022 ────────── Robert Bosch GmbH, Stuttgart · Sept 2022–Feb 2023
Process Excellence Intern · Purchase to Pay 2
└── SaaS rollout · governance frameworks · 200+ users
2023 ────────── AGCO GmbH, Marktoberdorf (Fendt) · Nov 2023–Aug 2024
Product Owner-PIM · PIM & E-Commerce
└── 127 stories · 5 EU markets · 3 on-time releases · ~40% data error reduction
2023 ────────── Founded ClarusHorizon (ongoing)
AI platform + tools for product practitioners
└── Live site · Acceptance Criteria Writer · Gumroad prompt pack · 11-agent execution system
2024 ────────── MBA & Engineering — Hof University ✅
Completed
2024 ────────── Amazon EU, Graben (Fulfillment Centre) · Dec 2024–Aug 2026
L1 Operations Associate · Strategic ground-up ops experience
└── 400+ shifts · KPI analysis · A3 bottleneck documentation
2025 ────────── Building in Public continues
OpsIQ · ShiftSense AI · PRD Generator
└── Open source · Real problems · German market focus
Product Management
Operations & Analytics
AI & Building
Frameworks & Methods
| Role | Sector | Location |
|---|---|---|
| Product Owner | Logistics · E-Commerce · Enterprise SaaS | Germany (DE, Munich, Stuttgart, Frankfurt, Hamburg, Hannover, Hybrid Location) |
| Operations Analyst | Manufacturing · Supply Chain · Fulfilment | Bavaria preferred · Hybrid / Remote considered |
| Digital Transformation | Industrial · Mittelstand · Scale-up | Germany-wide · English-friendly teams |
Available for interviews immediately. Response within 24 hours guaranteed.
