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Turned myself from Marketing Analytics to AI/ML Engineering Over the years, I’ve optimized marketing strategies, built automated workflows, and designed data-driven solutions that improve decision-making and business growth. Currently, I’m expanding my skill set into AI Engineering and Machine Learning, also building agentic workflows using LangChain. Recently, I developed a Full-Stack Deep Research Assistant (dipmatter.com) based on Stanford’s STORM paper, integrating Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) pipelines, and agentic workflows for reasoning and planning. The backend was built with FastAPI, the frontend with Next.js and TypeScript, and it uses FAISS for semantic search. I deployed the solution on Azure with Docker and hosted the frontend on Vercel. I’m focused on merging my marketing analytics expertise with AI-driven solutions to create scalable applications that solve real-world problems and contribute to business growth. How we can collaborate? There're many topics that we can discuss with each other. I have the curiosity that drives me towards technology, which I combine with my knowledge of marketing, sales and psychology. - Startups, trends and innovation I worked in startups, with startups, and had a chance to build some on my own (agency, directory, media - all failed). Probably will launch something again. I spend a reasonable amount of time researching trends, recent investments, talking to founders, and occasionally I send them in my newsletter 404trends.com - Programming and Automating I see programming as a way to simplify life and solve problems. Whether it’s building data pipelines or automating tasks I love using code to make things more efficient. If you need help turning ideas into automation or smarter systems, I’m ready to make it happen. - Hard sciences like math, physics, chemistry and neuroscience This is the passion that I have since I was the kid. I have a deep fascination with how the universe works, from the smallest particles to the most complex systems. Professional skills : Python | SQL | BI | ML | LLMs | RAG | LangChain | LangGraph | Azure | Docker | CI/CD | Supabase | NLP | Prompt Engineering | MongoDB | MySQL | PostgreSQL | Power BI | Looker | Git
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