Bahram Mehdi Maravandi

Bahram Mehdi Maravandi

Empowering Businesses with AI-Driven Knowledge Solutions

πŸ“ Berlin, Germany

"Think beyond the obvious"

About Me

I am an AI Solutions Architect and Engineering Leader with 25+ years of experience transforming businesses through custom AI implementations. Since 2022, I've specialized in delivering enterprise-grade AI solutions including LLM integrations, RAG systems, computer vision applications, and intelligent automation platforms.

I offer dedicated AI/ML services to help businesses harness the power of artificial intelligence. From AI knowledgebases and document processing to image restoration and real estate analytics, I provide end-to-end solutions that drive measurable business outcomes. My approach combines technical excellence with strategic business understanding.

Beyond my professional life, I am a devoted father and husband, an avid scuba diver, a curious food-taster and Google Local Guide exploring global cuisines, and a passionate world traveler who has visited 35+ countries, each journey enriching my perspective on technology and leadership in a global context.

Business Impact & Risk Mitigation

  • Delivered $2M+ in operational cost savings through AI-driven automation
  • Reduced business risk with 200% faster deployment cycles and 40% fewer defects
  • Enabled 40% faster time-to-market for enterprise product launches
  • Architected scalable platforms supporting 60K+ daily operations with 99.9% uptime
  • Generated measurable ROI through enterprise AI/ML implementations since 2022
  • Mitigated compliance risks with robust governance frameworks and security protocols

Reduce Risk & Accelerate ROI with Enterprise AI

End-to-End Implementation: From strategy and architecture to deployment and governance. Reduce operational costs by 40-60%, mitigate compliance risks, and achieve scalable integration with existing enterprise systems. Full project ownership with ongoing support and maintenance.

Technical Skills

AI/ML & Data Science

LLMs (OpenAI, Gemini) LangChain LlamaIndex HuggingFace NLP Transformers Embeddings Semantic Search RAG Architectures PyTorch TensorFlow FAISS MLOps

Backend & Cloud

Python C# AWS Azure Kubernetes Docker CI/CD Distributed Systems Microservices MySQL PostgreSQL

Frontend & Leadership

Angular React TypeScript OKRs DORA Metrics Agile/XP TDD Team Leadership

Enterprise AI Solutions Portfolio

Mitigate operational risk and accelerate digital transformation with proven AI solutions. Each engagement delivers quantifiable ROI through reduced costs, enhanced security, improved compliance, and scalable enterprise integration. Full end-to-end implementation with ongoing governance and support.

πŸ€–

Dedicated AI Knowledgebase Solutions

πŸ€– AI/ML πŸ”€ NLP 🧠 RAG πŸ” Vector Search 🐍 Python

Business Impact: Reduce customer support costs by 60-80%, eliminate knowledge silos, and ensure consistent information delivery across your organization. Mitigate compliance risks with centralized, auditable knowledge management and accelerate employee onboarding by 50%.

πŸ“‹ Engagement Model - End-to-End Implementation:

  • Discovery Phase: Requirements analysis, data audit, security assessment
  • Architecture Design: Scalable system design, integration planning, governance framework
  • Full Implementation: Development, testing, deployment, staff training
  • Ongoing Support: Maintenance, updates, performance optimization

🎯 Business Outcomes Delivered:

60-80% Support Cost Reduction
πŸ›‘οΈ Enterprise Security & Compliance
⚑ 50% Faster Employee Onboarding
πŸ”„ Seamless Enterprise Integration
πŸ“Š Real-time Analytics & Governance
🌍 Global Scalability & Multi-language
πŸ”’ Risk Mitigation & Audit Trails
Measurable ROI & Performance KPIs

πŸ“ Example Implementations:

πŸš€ PRODUCTION

Historical Figures AI Knowledgebase - A production-ready system serving specialized queries about Iranian historical figures, demonstrating advanced RAG architecture with authentication and multi-category support.

🌐 View Live Demo
πŸ”¨ IN PROGRESS

Location-Based Marketplace Platform - Building a comprehensive platform that connects users with nearby service providers. Features include provider discovery, contact management, review systems, supplier profile management, and location-specific FAQ with semantic search capabilities for both service discovery and local guidance.

πŸ“ Geolocation Services πŸ” Semantic Search ❓ Dynamic FAQ System ⭐ Review Management

Ready to reduce your support costs by 60-80% with an AI knowledgebase?

πŸ“… Book Strategy Session
🎨

Legacy Image Restoration & Enhancement

πŸ€– AI/ML πŸ–ΌοΈ Computer Vision 🎨 Image Processing πŸ’Ž Gemini AI

Business Value: Preserve and monetize historical assets, reduce digital archiving costs by 70%, and enhance brand storytelling with professional-grade restored imagery. Ideal for museums, historical societies, publishing, and heritage organizations requiring scalable image processing.

πŸ“‹ Engagement Model - Project-Based Delivery:

  • Assessment & Pricing: Image quality evaluation, scope definition, fixed-price quote
  • Secure Processing: Confidential handling, backup protocols, quality assurance
  • Batch Delivery: Organized output, multiple formats, metadata preservation
  • Usage Rights: Full commercial licensing, source file delivery, format conversion

🎯 Business Outcomes:

70% Cost Reduction vs Manual
⚑ 10x Faster Than Traditional Methods
πŸ† Professional Museum-Quality Results
Secure Processing & IP Protection
πŸ“ˆ Scalable Batch Processing
βœ… Quality Guarantee & Revisions

πŸ“ Example Implementation:

βœ… COMPLETED

Historical Image Restoration Project - Successfully restored numerous legacy photographs, transforming black & white, damaged, and low-quality images into modern HD versions with realistic colorization using Gemini AI.

Before and After Image Restoration Example

Example: Historical photograph restored to HD with AI colorization

πŸ“– Read Detailed Article

Want to preserve your historical assets and reduce processing costs by 70%?

πŸ“… Discuss Your Project
πŸ’¬

Chat Group Conversation Summarization & FAQ Generation

πŸ€– AI/ML πŸ’Ž Gemini AI 🐍 Python πŸ”„ Data Pipeline πŸ“Š NLP

Transform overwhelming chat group conversations into organized, searchable FAQ pages and structured knowledge bases. Extract valuable information from months of messages and make it easily accessible through anonymized, categorized content.

πŸ“‹ What You Need to Provide:

  • WhatsApp Group Export: ZIP file of chat group conversations
  • Data Permissions: Consent for processing group messages
  • Context Information: Group purpose and key topics
  • Output Preferences: FAQ format or AI Knowledgebase

πŸš€ What You Get:

πŸ”’ Complete Data Anonymization
πŸ“‚ Automatic Categorization
❓ FAQ-Style HTML Pages
πŸ” Searchable Knowledge Base
πŸ‘₯ Contact Person Identification
🎯 Semantic Query Capability

πŸ“ Example Implementation:

βœ… COMPLETED

Dubai Expat Community FAQ - Successfully processed months of WhatsApp group conversations from a Dubai expat community, creating a comprehensive FAQ covering living, working, and social aspects of expat life in Dubai. All data was anonymized while preserving valuable community knowledge.

🌍 Expat Living Guide 🏠 Housing Information πŸ’Ό Work Visa Guidance πŸš— Transportation Tips
🌐 View Example FAQ (German)

Have valuable conversations that need to be organized into searchable knowledge?

πŸ“… Explore the Possibilities
🏠

Real Estate Data Processing & Search Platform

πŸ€– AI/ML πŸ” Vector Store 🐍 Python πŸ”„ Data Pipeline πŸ“Š Semantic Search 🎨 UI/UX

Transform unstructured real estate chat group messages into a powerful, searchable platform. Extract property details, images, and contact information to create a comprehensive real estate database with advanced search capabilities.

πŸ“‹ What You Need to Provide:

  • Real Estate Chat Export: ZIP file with property listings and messages
  • Admin Consent: Permission for periodic data processing
  • Update Schedule: Regular chat exports for fresh listings
  • Agent Contact Info: Real estate agent details for contact features

πŸš€ What You Get:

πŸ”„ Automated Data Preprocessing
πŸ—‘οΈ Duplicate Removal
🏷️ Property Data Extraction
πŸ” Advanced Search & Filters
🧠 Semantic Property Search
πŸ“ž Direct Agent Contact
πŸ“Έ Image Gallery Integration
πŸ’° Price & Size Filtering

πŸ“ Example Implementation:

οΏ½ PROPOSAL

Real Estate Search Platform - Proposed comprehensive platform that will process real estate chat group messages to extract property details including price, size, location, descriptions, and images. The system will enable users to search properties semantically and connect directly with agents.

πŸ’° Price Analysis πŸ“ Size Categorization πŸ“ Location Mapping 🏒 Rent/Buy Classification πŸ“± Mobile-Friendly UI πŸ”” New Listing Alerts

Proposal Status: System architecture designed. Ready to implement data preprocessing pipeline, vector store integration, and UI development.

Need to transform unstructured data into intelligent search platforms?

πŸ“… Discuss Your Data Challenge
✈️

Smart Travel Agent - AI-Powered Travel Planning

πŸ€– AI/ML πŸ›« Travel APIs 🐍 Python πŸ”„ Job Queue πŸ“Š Data Analysis 🎨 UI/UX

Intelligent travel planning system that automates flight, hotel, and car rental searches based on natural language queries. The AI agent processes customer requirements, continuously monitors travel APIs, and analyzes offers to present the best options within specified timeframes.

🎯 Key Features:

πŸ—£οΈ Natural Language Queries
πŸ€– AI-Powered Search Agents
⏰ Deadline-Based Monitoring
πŸ“Š AI Offer Analysis & Ranking
🏨 Multi-Service Integration
πŸ—“οΈ Complex Itinerary Planning
πŸ’³ Direct Booking Integration
🎯 Attraction Recommendations

πŸ“ Example Queries:

πŸ’‘ PROPOSAL

"One adult, one-way flight Berlin to Dubai, November 1st, notify within 2 days" - The system creates a monitoring job, queries flight APIs continuously, analyzes price trends, and presents the best options ranked by price, duration, and airline quality.

✈️ Flight Search 🏨 Hotel Booking πŸš— Car Rentals πŸ—ΊοΈ Itinerary Planning 🎯 Attraction Discovery πŸ“± Mobile App

Proposal Status: System architecture designed. Ready to implement travel API integrations, AI analysis engine, and customer interface.

Ready to build intelligent automation for your industry?

πŸ“… Book Consultation
πŸ“±

Social Media Backup & Analytics Platform

πŸ€– AI/ML ☁️ Cloud Storage πŸ“Š Analytics πŸ”’ Privacy-First πŸ“± Social APIs πŸ’° Subscription

Comprehensive backup and analytics solution for social media influencers and high-follower accounts. Securely stores account data (posts, followers, metadata) in private cloud storage while providing detailed analytics including comment summaries, engagement metrics, and growth reports to protect against account loss and provide valuable insights.

🎯 Key Features:

πŸ’Ύ Complete Data Backup
πŸ”’ Private Cloud Storage
πŸ” Data Explorer Interface
πŸ“Š AI Comment Summaries
πŸ“ˆ Engagement Analytics
⏱️ Time-Based Reports
πŸ›‘οΈ Account Protection
πŸ‘₯ Follower Analysis

πŸ“ Target Use Cases:

πŸ’‘ PROPOSAL

Influencer Protection Service - Targeting accounts with 100K+ followers across YouTube, Instagram, and TikTok. Complete backup of posts, stories, comments, follower data, and metadata stored in customer's private cloud storage. AI-powered analytics provide engagement insights, comment sentiment analysis, and growth tracking reports.

πŸ“± Multi-Platform Support ☁️ Cloud Integration πŸ”’ Privacy-First Design πŸ“Š Advanced Analytics πŸ’° Subscription Model 🚨 Account Monitoring

Proposal Status: Market research completed. Service architecture designed for YouTube, Instagram, and TikTok APIs. Ready to develop backup pipeline, analytics engine, and subscription management.

Looking to protect and analyze your digital assets with AI-powered solutions?

πŸ“… Schedule Discovery Call

Professional Experience

AI Solutions Architect & Founder

Bahilabs - Self-Employed | Berlin, Germany
2023 - Present

Business Impact: Generated $500K+ in confirmed cost savings for enterprise clients through AI automation solutions. Delivered 60-80% support cost reduction, eliminated manual processing risks, and achieved 99.9% uptime for mission-critical AI systems. Full-stack engagement model: strategy, architecture, implementation, governance, and ongoing maintenance across finance, healthcare, and manufacturing sectors.

Senior Engineering Manager - AI/ML

KPIT | Berlin, Germany
Jan 2021 - Present

Business Transformation: Mitigated operational risks and reduced deployment-related incidents by 60% through engineering excellence frameworks. Delivered $1.5M+ in cost avoidance via 200% faster deployment cycles and 40% reduced lead times. Established governance protocols ensuring compliance with automotive industry standards (ISO 26262) while accelerating AI/ML innovation roadmap execution.

Senior Software Engineering Manager

Smart House Media GmbH | Berlin, Germany
Nov 2014 - Dec 2020

Led engineering team for content management platform serving enterprise clients. Drove technical vision and architecture decisions for multi-tenant platform transformation.

Software Engineering Manager

Unisys | Vienna, Austria
Oct 2011 - Oct 2014

Led ERP digital transformation for government client, cutting processing time by 70% and reducing approval delays by 40%.

Software Engineering Manager

Greentube I.E.S. AG | Vienna, Austria
Aug 2008 - Sep 2011

Integrated MySQL-based ad management features into 3D gaming platform, boosting in-game monetization revenue by 45-60%.

Senior Software Engineer

bwin | Vienna, Austria
Feb 2001 - Jun 2005

Built comprehensive CX and CRM tools from scratch that became the cornerstone of Marketing and Customer Support departments. Established and scaled the development team from 1 to 9 engineers. The platform served 1M+ user queries and feedback, integrated with custom-built newsletter infrastructure including mass mailer, bounce processor, and multilingual content management system for marketing campaigns. Improved customer feedback loops by 80% and reduced ticket resolution time by 65%.

Software Engineer

Eurest | Vienna, Austria
Jun 1996 - Jan 2001

Developed a comprehensive ERP application from scratch including Cash Book, Delivery Notes, Invoicing, Inventory Management, Operations Control Sheet, and Monthly Closing. This automated monthly accounting integration for 65+ kitchen units enabled scaling from 30 to 65+ sites and boosted revenue by 200%.

Enterprise Engagement Models

Featured Projects

Autonomous Driving Simulation Platform

🏭 Enterprise Production

Developed a comprehensive Software-in-the-Loop (SIL) simulation platform for one of the biggest Japanese car manufacturers to test autonomous driving scenarios using CarMaker. The system generated and executed 50,000+ test scenarios per run through both AI-generated and manually created test cases across multiple categories, ensuring complete validation of autonomous driving software.

Key Features:
  • AI-powered and manual scenario generation across different test categories
  • 50,000+ scenarios executed per test run for comprehensive coverage
  • Predefined KPI measurement and automated results verification
  • Advanced reporting system with detailed analytics
  • GPU cluster execution using Infrastructure as Code (AWS)
Python Django CarMaker AI/ML AWS GPU Cluster Infrastructure as Code SIL Testing Autonomous Driving KPI Analytics
AI Knowledge Assistant - Historical Figures

AI Knowledge Assistant - Historical Figures

πŸš€ Production

A comprehensive AI-powered knowledge assistant specializing in Iranian historical figures including Kings, Scientists, Poets, and Writers. Features advanced RAG architecture with multiple query categories and timeline generation.

Python Streamlit Gemini AI LlamaIndex Vector Store RAG Google Auth Microsoft Entra
Persian Jalali Calendar Extension

Persian Jalali Calendar Chrome Extension

🌟 18+ Years Active

A JavaScript-based Chrome/Edge extension providing Jalali (Persian) Calendar with multi-calendar conversion capabilities, event listings, and support for multiple languages. Serving users since 2006.

JavaScript Chrome Extension Calendar APIs Multi-language Date Conversion Persian/Farsi

Enterprise Customer Support Management Platform

🏭 Production - 22+ Years

Architected and developed a comprehensive Customer Support Management System serving as the backbone for one of the biggest enterprise companies in Central Europe (bwin). The platform handles millions of active users and connects all main business services, enabling seamless customer service operations across multiple countries and languages.

Enterprise Scale:
  • Millions of active users across Central Europe
  • 50+ customer service employees using the platform daily
  • Multi-language support (10+ languages)
  • Handles payments, betting, marketing campaigns inquiries
  • Email-based customer communication system
  • Integration with all major enterprise services
C# .NET Framework SQL Server Enterprise Architecture Multi-language Email Integration Customer Support High Availability Scalable Systems

Enterprise ERP Platform - Eurest

🏭 Enterprise Production

Designed and developed from scratch a comprehensive enterprise-level ERP platform for Eurest to collect and manage all accounting-related data across their operations. The system handled monthly closures, cash books, delivery notes, invoices, inventory management, and generated extensive reports for financial operations.

Enterprise Integration:
  • 60+ company kitchens across Austria integrated
  • Complete accounting suite: monthly closures, cash books, invoices
  • Inventory management and delivery note tracking
  • Comprehensive reporting system for financial analysis
  • Central importer service for data transformation
  • Integration with Mainframe ERP Software (AS400)
  • Automated data ingestion into central accounting software
Custom ERP Accounting Systems AS400 Integration Mainframe Data Transformation Financial Reporting Inventory Management Multi-location Enterprise Architecture

Education & Certifications

πŸŽ“ Academic Background

Bachelor of Computer Science - TU Vienna

AWS Certified Solution Architect - Associate


πŸ—ΊοΈ Languages

English, German: Fluent

Persian: Native

Arabic, Turkish: Basic

Publications & Open Source

πŸ“ Engineering Leadership Articles

Engineering Culture & Leadership Articles on Medium

Sharing insights on engineering management, AI/ML implementation, and building high-performing teams.


πŸ’» Open Source Contributions

GitHub Repository - simorgh1

Open source projects including calendar systems, AI tools, and engineering utilities.


🌍 Mozilla Firefox Localization

Complete Farsi (Persian) Localization of Firefox Browser

Contributed to Mozilla's internationalization efforts by providing complete Farsi translation of Firefox browser interface, encompassing 6000+ words and sentences. This contribution enabled Persian-speaking users worldwide to access Firefox in their native language, enhancing digital accessibility and inclusion for the Persian-speaking community.

Read detailed blog posts about the localization process

Schedule Your AI Strategy Consultation

Ready to discuss risk mitigation, ROI optimization, and scalable AI integration for your enterprise? Let's explore how end-to-end AI implementation can reduce operational costs, ensure compliance, and deliver measurable business outcomes with robust governance frameworks.

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