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Forever Learning
💭
Forever Learning

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richawo/README.md

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Bio

Hey, I'm Richard 👋🏾 - a Full-Stack Builder from London working on everything from ideas → deployment.

I'm a former Actuary who became hooked on startups after becoming an early employee and growing a B2B SaaS startup from ≈0 to >$10m ARR (acquired)! Now, I’m a Full-Stack Engineer - with 10+ years of experience designing, building and shipping products that people love!

Recent Projects

  • Nack: A multi-modal mobile assistant has thousands of users across ≈100 countries on iOS and Android
  • Nack SEO: B2B, AI-powered SEO tool (launching soon), with over a dozen businesses on the waitlist.

Most of my work is in private repositories, so I've started on a few open-source projects:

  • Chain of Density: Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc.
  • LLM Translator: Translate Markdown files from one language to another using OpenAI's API while retaining original formatting.
  • Framer Motion Cheatsheet: A Framer Motion cheatsheet built in React, NextJs and Tailwind.

I'm also contributing to several open-source AI projects.


💭 Current interests:

LLMs, Retrieval Augmented Generation (RAG), AI Agents, etc.



Get in touch?

LinkedIn works relatively well.

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  1. minimal-llm-ui minimal-llm-ui Public

    Minimalistic UI for Ollama LMs - This powerful react interface for LLMs drastically improves the chatbot experience and works offline.

    TypeScript 266 48

  2. chain-of-density chain-of-density Public

    Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasin…

    Python 69 8

  3. framer-motion-cheatsheet framer-motion-cheatsheet Public

    This Framer Motion Cheatsheet is a Next.js project that demonstrates the usage of Framer Motion for creating animations. Framer Motion is a powerful library for creating smooth and interactive anim…

    TypeScript 42 4

  4. llm-translator llm-translator Public

    Translate Markdown files from one language to another using OpenAI's API while retaining original formatting. This Jupyter notebook tokenizes input text, splits into chunks, translates with OpenAI,…

    Jupyter Notebook 16 2

  5. ai-notes ai-notes Public

    Notes providing a high-level synthesis of key generative AI concepts, applications, limitations, and more based on my own learnings. This repo is predominantly targeted at AI engineers and those in…

    9

  6. gpt-transformer-with-self-attention-logic gpt-transformer-with-self-attention-logic Public

    This repository contains Python code for implementing a GPT (Generative Pre-trained Transformer) transformer model with self-attention logic. The code is based on Andrej Karpathy's tutorial on crea…

    Roff 1