I’m a generalist passionate about using AI to automate marketing tasks, combining my expertise in technology, product management, and marketing to create impactful solutions.

• AI Software Engineering

  • Building AI solutions with LLM Agents, Retrieval-Augmented Generation (RAG), Named Entity Recognition (NER), Relation Extraction (RE), LLM Fine-tuning, Data Science, and Statistics.
  • Backend development: Python (FastAPI, Flask), Pydantic, Celery, MongoDB.
  • DevOps basics: Azure/AWS, bash scripting, CI/CD pipelines, nginx/caddy.
  • I also use low-code tools like Streamlit and Gradio to build interfaces and have a basic understanding of Figma.

• Management

  • Experienced in project management and hiring, with 3+ years managing teams for volunteer IT projects and my startup. Building from scratch and managing teams of up to 20 people .
  • Currently focused on launching useful & profitable products for people and businesses.

• Data, Product, & Marketing

  • Tools: Amplitude, HotJar, Google Analytics, Microsoft Clarity, Google Search Console.
  • Skills: Customer development, market research, marketing strategy, business development, and sales.

Hackathons:

• Finalist at the NASA Space Apps Challenge 2024 (Top 40 out of 15,000 teams globally). See our team here.
• Participated in 20+ hackathons over the past 4 years, often achieving 1st, 2nd, or 3rd place in these competitions.

Academic Research:
Former researcher at WangLab, University of Toronto, focusing on reducing hallucinations in large language models.

Lecturing & Community Building:

• Conducted 3 lectures for students at KPI and KNU on topics such as AI, Startups, and Growth Opportunities.
• Former founder and organizer of ML Papers Club, where participants discussed cutting-edge AI research. Organized and delivered 15+ lectures within the community.

Traveling & Bouldering:

• Visited 10 European countries and Canada in the past 2 years. I enjoy exploring diverse cultures and landscapes.
• Passionate about climbing (bouldering), constantly challenging myself with new routes.