Finetuning LLM, RAG, Multiagents, Image classification&segmentation, Text&Image answering, Text2Speech, Movie recommendation, Dimensionality reduction, Llamaindex, Autogen, PyTorch, TensorFlow, Ker…

OpenAI Llamaindex ReAct agent with Pinecone RAG and GraphRAG

Transformers, LLM, GPT-2, LSTM, Diffusion, U-Net, CNNs, MLP, Bigram, Linear+Polynomial+Logistic Regression, PyTorch, Scikit-learn, Torchvision, NumPy, Matplotlib, Einops, Transformers, Plotly

Streamlit, sympy, plotly, numpy

Natural Lanuage Processing examples using transformer models (BERT), SVM, Bag-of-words, Word vectors, Stemming/Lemmatization, Spell correction using spacy, scikit, regex, nltk, textblob, torch

Training sparse autoencoders on top of large language models to reverse engineer them, datasets, transformers, pytorch, sae

My website using Obsidian and MkDocs template jobindjohn/obsidian-publish-mkdocs

Interacting GPT4 AGI researcher AI agent and writer AI agent writing research about AGI research using CrewAI and Langchain

Quantum Circuit Simulator in Python using numpy with quantum states with multiple qubits, performing gate operations for superposition and quantum entanglement, and simulating quantum measurements

AI assitant that let's you talk about the contents of Youtube videos using Langchain, Streamlit, FAISS, GPT3.5

Experimenting with LAngchain agents

From scratch gradient descent on multiple linear polynomical sinus etc. regression with mean squared error cost function and z-score normalization using numpy and matplotlib. Sklearn at the end for…

Writing a simple snake game in Python using Autogen, a multiagent large language model framework with collaborating specialized GPT4 agents

Experimental: How to harness the power of existing AI systems? How about ductaping together existing general and highly specialized reasoning systems and all tools we developers use, from searching…

Sentiment analysis of amazon reviews using Transformer Roberta Pretrained Model, VADER and Transformer Huggingface Pipeline using pandas, numpy, matplotlib, seaborn, nltk, tqdm, scipy

Simulation of ecosystem of minds in Python

Roguelike game in Python work in progress

Amazon clone using MERN stack - so far React Javascript library/framework with Redux, Material UI, React Router Dom, React Currency Format, Firebase, Stripe, Axios, CSS, HTML

Notes app in Javascript, CSS, HTML

Calories app in Javascript, CSS, HTML

Cognitive modelling model in selfmade mathematical language

A standalone game built on the Unity Engine aiming to explore different types of movement mechanics.

Bloody RGB mouse animation utility