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clarencestephen/README.md

Clarence Stephen

Founder @ Readify | Data Scientist | AI Engineer


Readify

AI-powered interactive reading platform for schools, libraries, and institutions.

Readify transforms any EPUB into an immersive reading experience with real-time AI illustrations, text transformations, multi-language translation, and intelligent book recommendations — all running on local or cloud infrastructure.

Core capabilities:

  • Real-time AI illustration generation (Stable Diffusion XL)
  • LLM-powered text analysis, simplification, and Q&A
  • Neural machine translation (12+ languages)
  • Collaborative filtering + sentiment-based book recommendations
  • EPUB export with generated artwork

For demos, partnerships, or institutional licensing: clarence@ireadifybooks.com


Open Research

Repository Description
Better-Reads Book recommendation engine trained on 32M+ Amazon & Goodreads reviews. Implicit ALS collaborative filtering ensemble.
Project-Gutenberg NLP pipeline analyzing 57,000 books — sentiment dynamics, NMF topic modeling, and narrative pattern recognition.
Predicting-Recessions ML classification for recession forecasting across 17 economies (1870–2016). 75% accuracy with recall-optimized logistic regression.
GME-vs-EA Web scraping pipeline (8,255 game reviews) and regression analysis testing review scores as stock return predictors.
googlemaps-triangulate Constraint-based restaurant discovery using Google Maps Platform — geospatial filtering with travel-time and quality thresholds.
semantic_research_engine RAG pipeline over arXiv papers with Chainlit copilot, LangChain orchestration, and Literal AI observability.

These repositories are source-available for reference purposes. They are not open source. See each repo's LICENSE for terms.


Background

Data scientist with 10+ years of experience across finance, mobile e-commerce, and consumer retail. Former client analytics lead at Morgan Stanley. Previously at Mars and Button.

Non-traditional background: Haitian-American, multilingual (5+ languages), lived in Japan, traveled to 40+ countries. Career started in equity derivatives trading before transitioning to data science and AI.


Contact: clarence@ireadifybooks.com Website: ireadifybooks.com

Pinned Loading

  1. googlemaps-triangulate googlemaps-triangulate Public

    If you and a friend are trying to find a place to meet and you want to know what options are within a certain range of travel time.

    Jupyter Notebook

  2. semantic_research_engine semantic_research_engine Public

    Forked from tahreemrasul/semantic_research_engine

    A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with Literal. Other Tech stack: LangChain, Chroma

    Python

  3. Project-Gutenberg Project-Gutenberg Public

    NLP analysis of Gutenberg library (R, TextBlob, NLTK, CountVectorizer, TFIDF, NMF, Kmeans & TSNE clustering, Flask, Dash, Plotly)

    Jupyter Notebook 1 1

  4. Better-Reads Better-Reads Public

    Book recommendation system built from 32m book reviews (AWS, Big Data, MongoDB, PySpark, PyTorch, Spotlight, Implicit, Cython, OpenMP, NLTK)

    Jupyter Notebook 1 1

  5. Predicting-Recessions Predicting-Recessions Public

    Predicting recessions using classification modeling (Supervised machine learning, Tableau)

    Jupyter Notebook

  6. spotify-darth-bankai spotify-darth-bankai Public

    Spotify Controller for Elgato Stream Deck — like tracks, add to playlists, or both with one button press

    TypeScript