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Peter Martens's Projects

openai-snoop-dogg-rap-bot icon openai-snoop-dogg-rap-bot

Python Streamlit web app utilizing the OpenAI API. The user enters a prompt and then in the style of Snoop Dogg an original album cover (DALLE2) and title + rap (LangChain + Prompt Templating) are then generated.

openai-sql-query-generator-react-next-web-app icon openai-sql-query-generator-react-next-web-app

React Next web app that generates SQL queries using the OpenAI API. It has a TypeScript/Express backend for handling requests and a React frontend for user interaction. Messages are sent to the server, which returns query completions. The frontend displays the conversation history and generated SQL code.

openai-stock-market-chat-bot icon openai-stock-market-chat-bot

Python Streamlit web app with an SQLite user login/authentication system. Application allows users to select multiple stocks, metrics, and visualizations. A Langchain pandas agent utilizing GPT-4 and customized stock-market/financial prompts is then initiated allowing the user to intelligently interact with their specified data.

openai-whisper-audio-transcription-and-summarization-chatbot icon openai-whisper-audio-transcription-and-summarization-chatbot

Web app enabling users to either record or upload audio files. Then utilizing OpenAI API (Whisper, GPT4) generates transcriptions, summaries, fact checks, sentiment analysis, and text metrics. Users can also intelligently chat about their transcriptions with a GPT4 chatbot. Data is stored relationally in SQLite and also vectorized in Pinecone.

opencv-models icon opencv-models

Collection of OpenCV computer vision models in Python. Tracking a variety of objects & landmarks (depth, hands, face + emotions, posture, pedestrians/vehicles).

pdf-to-audio-app icon pdf-to-audio-app

Python program, utilizing the pyttsx3 and PyPDF2 libraries. Program takes in a pdf file and allows the user to specify a page range and either a male or female voice, and then reads that selected portion of the PDF. AppV2 enhanced with Tkinter GUI.

podcast-conversation-sentiment-eda-jre-1169 icon podcast-conversation-sentiment-eda-jre-1169

Python Jupyter notebook that takes in the text transcript data from JRE 1169 with Elon Musk. And runs both the Vaders and Roberta NLP models on the text data. As well visualizing such results from this EDA.

python-caeser-cipher-encryption-and-decryption-algorithm icon python-caeser-cipher-encryption-and-decryption-algorithm

Caeser Cipher Python application that encrypts/decrypts messages by shifting letters based on a specified value. It ensures input validation, sanitizes messages, and supports visible and printable characters. It's user-friendly and suitable for basic encryption needs.

python-games icon python-games

Collection of games implemented in Python, e.g. Pong, Snake

python-webscraping-projects icon python-webscraping-projects

Collection of 9 python web-scraping projects using a variety of tools: SQL Databases, Beautiful Soup, Selenium, Scrapy, Snscrape and API utilization.

qbr-calculator-app icon qbr-calculator-app

JavaScript/CSS/HTML App that takes in TDs, Ints, Completions, Attempts and Yards, and then returns the Quarterback Rating (QBR).

react-firebase-private-messaging-web-application icon react-firebase-private-messaging-web-application

Realtime private messaging app built using React and SCSS for frontend and Firebase for backend to ensure security and privacy. It has a user-friendly interface and is accessible on desktop and mobile devices. Users can create accounts, log in securely, and join private chat rooms.

real-time-emotion-detection icon real-time-emotion-detection

Python program that takes in real time video feed and uses OpenCV to draw a square around the users face, and then color changes based on emotion. Emotion is detected using the DeepFace library.

satgpt icon satgpt

Python streamlit web app implementing a chatbot, "satGPT," using OpenAI's GPT-3.5. It generates satirical responses based on user input, storing conversation history. Users interact through a web interface, receiving witty and humorous replies displayed in chat bubbles. Emphasis is on entertainment through original and funny interactions.

scenexplain-langchain-image-captioning-app icon scenexplain-langchain-image-captioning-app

Python Steamlit web app that takes in a user-specified image URL and context. Then utilizing OpenAI(GPT4), LangChain and SceneXplain, the app generates a suitable caption for that image and context.

sketchpad-javascript-web-app icon sketchpad-javascript-web-app

Interactive sketchpad web app implemented in Vanilla JavaScript, Has undo capabilities, Fully functional on either mobile or desktop

streamlit-opencv-webcam-display-web-app icon streamlit-opencv-webcam-display-web-app

Python script that creates a Streamlit application for displaying the webcam feed and performing facial detection using OpenCV. The application provides a simple interface to view the live video stream and includes a stop button to halt the feed.

super-bowl-television-ratings-eda icon super-bowl-television-ratings-eda

Python Jupyter notebook that takes in Super Bowl ratings, viewership, network data, advertisements, and other inflationary and financial data. And then cleans, prepares and visualizes such data.

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