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mallahyari/README.md

Mehdi Allahyari

Chief AI Scientist | Full-Stack AI/Software Engineer | AI Researcher | AI Consultant

Hello! πŸ‘‹ I'm Mehdi, an AI researcher and full-stack software engineer with over 15 years of experience in machine learning and natural language processing. I help companies and startups operationalize AI/LLM applications, from prototyping to production deployment.

πŸ‘€ About Me

  • AI researcher and full-stack engineer specializing in end-to-end AI/ML systems
  • Focused on operationalizing LLMs, RAG systems, and AI agents in production
  • Currently working on:

οΏ½οΏ½οΏ½ Professional Experience

  • Tech Lead / Senior Forward Deployed Engineer (July 2025 - Present)
  • Co-founder / CTO, OncillaAI (Sep 2025 - Present)
  • Co-founder / CTO, OscrAI (Oct 2023 – Sep 2025)
  • Co-founder / CTO, TransformAI Studio (Oct 2023 – Sep 2025)
  • Staff Machine Learning Engineer / AI Researcher, Underdog Fantasy (Mar 2023 – Oct 2023)
  • Research Scientist / Tech Lead, Workhuman (Mar 2022 – Mar 2023)
  • Lead Data Scientist, Wells Fargo (Jun 2020 – Mar 2022)
  • Assistant Professor (Tenure-track), Georgia Southern University (Aug 2017 – May 2020)

πŸ› οΈ Technical Skills

  • Languages: Python, JavaScript, SQL, Java, SPARQL
  • NLP & AI: Large Language Models, RAG, PyTorch, TensorFlow, HuggingFace, SpaCy, scikit-learn, NLTK
  • Frameworks & Tooling: Google ADK, PydanticAI, OpenAI agent SDK, LlamaIndex, LangGraph, Haystack, Qdrant, Vector databases, Data-centric NLP frameworks (Argilla, Cleanlab)
  • Web & Semantic Web: React, D3.js, Redux, Git, RDF/S, Knowledge Graphs, Virtuoso
  • Databases: PostgreSQL, MySQL, BigQuery, Snowflake, DataBricks, MongoDB

πŸŽ“ Education

  • PhD in Computer Science, University of Georgia (Aug 2010 – Jun 2016)

πŸš€ Recent Projects & Products

  • Overline - Real-time AI captions and live translation directly on top of any browser video β€” no subtitles needed, no tab switching
  • FrontaHealth – AI-powered platform that automates insurance verification, patient support, and appointment scheduling - so your small practice can operate like a world-class clinic, without the overhead
  • BrandPulse – AI-powered brand intelligence and market analysis platform
  • FlashVU – AI Data Analyst for marketting agencies
  • Oncilla AI – Advanced AI solutions for local businesses

πŸ“š Books

πŸ“ Content & Resources

  • Newsletter: MLnotes – Bite-sized content on ML/AI careers, GenAI, agents, RAG, and industry use cases
  • Visualization Blog (old): Visdecode – Data visualization, ML concepts, and applied AI
  • YouTube: AI / ML / LLM Content – Tutorials and insights on Generative AI, LLMs, and RAG systems

πŸ”— Let's Connect!

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