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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
AI adoption is rising fast - but ROI is not evenly distributed
Published:
A short research note on AI’s measurable operating impact. Adoption is a weak proxy for economic value - the real question is whether AI changes a measurable production loop. Evidence from Stanford AI Index, McKinsey, NBER/QJE, the Economic Journal, IFR World Robotics, and the European Commission.
Berlin founders: stop applying randomly - here is the funding path that works
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Complete guide to Berlin startup funding: University programs, EXIST grants, and targeted acceleration programs. Learn the proper sequence for successful funding applications.
BLISSathon Google: Creating Real-Time AI Music Visualizations
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Winning project at BLISSathon Google: Building real-time AI music visualizations using StreamDiffusion, Gemini AI, and Suno AI. Learn about our technical implementation and award-winning results.
portfolio
AI-Enhanced Visualization: Award-Winning Hackathon Project
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Developed multimodal AI system for text-image data integration using RAG systems and vector databases. Won jury prize at Google Hackathon.
LLM Fine-Tuning Project - LoRA Implementation
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Mastered LLM fine-tuning with Llama 2 using Hugging Face frameworks and LoRA approaches for efficient domain adaptation.
publications
Computer Vision-Based Motion Detection System for IoT Applications
Published in MotionLab Berlin IoT Bootcamp, 2023
Abstract
Recommended citation: Mkhitaryan, D. (2023). Computer Vision-Based Motion Detection System for IoT Applications. MotionLab Berlin IoT Bootcamp Program.
AI-Enhanced Visualization: Multimodal RAG System for Text-Image Data Integration
Published in Google Hackathon - Jury Prize Winner, 2024
Abstract
Recommended citation: Mkhitaryan, D. (2024). AI-Enhanced Visualization: Multimodal RAG System for Text-Image Data Integration. Google Hackathon, Jury Prize Winner.
Python-Based Startup Evaluation Framework: Data-Driven Analysis for Venture Capital
Published in Innovis VC Research, 2024
Abstract
Recommended citation: Mkhitaryan, D. (2024). Python-Based Startup Evaluation Framework: Data-Driven Analysis for Venture Capital. Innovis VC Research.
LLM Fine-Tuning with LoRA: Efficient Parameter-Efficient Training for Domain Adaptation
Published in Self-Study Project, 2025
Abstract
Recommended citation: Mkhitaryan, D. (2025). LLM Fine-Tuning with LoRA: Efficient Parameter-Efficient Training for Domain Adaptation. Self-Study Project.
talks
AI-Enhanced Visualization: Multimodal RAG Systems in Practice
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Presentation Overview
AI Startup Evaluation: Technical Analysis for Venture Capital
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