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shibby576/README.md

Hi there, I'm Jonathan 🤙 Founder & Product Manager

Founder, experienced product manager and amateur chatGPT assisted programmer. Lets build something

Current professional experience

🤖 Head of Product @ Semantiks, building autonomous agents. Semantiks overview 🤖

Past product experience 👨🏻‍💻

Personal projects 🛠

AI/ML 🦾

SpotBot: Autonomous Spotify agent and DJ

  • SpotBot’s purpose is to give users a music side kick. By integrating directly into your Spotify account, SpotBot can control your music player, play specific tracks, and find similar music to play. Learn more here. Email for access.
  • Tech stack: Python + Langchain + GPT3.5 + Bootstrap + Flask + Heroku
  • Demo | Live site | Repo

Chiclets Q&A: RAG app for podcast transcript
  • Chiclets Q&A allows users to ask questions about a specific Spittin Chiclets (a hockey podcast) episode and responds as if the hosts are providing the answer. Get insights from the episode without listening to the entire show. Learn more here.
  • Tech stack: Python + Langchain + GPT3.5 + Bootstrap + Flask + Heroku
  • Demo | Live site | Repo

Wine Evaluator: Simple full-stack ML project to judge wine quality
  • Having worked with ML only in notebooks and as a PM, I wanted to learn how to build, deploy and use a model in an application. I also enjoy wine, so even if this wasn’t the highest quality product, it was a fun one to build. Learn more here.
  • Tech stack: Python + SKlearn + Bootstrap + Flask + Heroku
  • Live site | Repo

Other misc data projects

  • NYC Taxi insights: A data eng. project to build Mage pipelines on GCP and do analysis in Big Query & Looker. Post | Looker
  • Dealer inventory search prototype to find vehicles in a customer's price range. Written in Python, deployed on Streamlit. Live app
  • DMS dashboard prototype to help car dealers visualize their sales data. Written in Python, deployed on Streamlit. Live app

Writing 🖋

📫 You can reach me at

Pinned Loading

  1. semantiks_portfolio semantiks_portfolio Public

    Building a conversational interface for consumer services in LATAM. This is a content repo highlighting some of the work we've done at Semantiks.

  2. spot-bot spot-bot Public

    An autonomous AI agent to control your Spotify account built with Langchain

    HTML 1 1

  3. chiclet chiclet Public

    A RAG application to ask questions about recent Spittin Chiclets podcast episodes

    HTML 1

  4. WineSite WineSite Public

    Learning how to use the full stack to build and release a web application with a ML model

    Jupyter Notebook 2