kevin-v96 Goto Github PK

automatic-speech-recognition

ASR using CNNs and RNNs in PyTorch with the Connectionist Temporal Classification (CTC) algorithm

autonomous-agent

Autonomous Agent written using LangChain, OpenAI, and RAG

cdkworkshop

Code written while going through https://cdkworkshop.com/ - to build stacks, deploy an app on Lambda using DynamoDB, and write a CI/CD pipeline with CodePipeline

codesignal-arcade

Solutions to the codesignal arcade problems

conversational-bot

Conversational bot akin to ChatGPT made with LangChain, with OpenAI and HuggingFace Hub for LLMs

dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽‍💻

docker-python

ds-projects

Misc. Data Science projects I work on during my job hunt

electoral-bonds

Some basic data analysis on the data for electoral bonds released by the ECI

fraud-detection

grind75

Solutions to problems from https://www.techinterviewhandbook.org/grind75 and other problems listed on the tech interview handbook. (Leetcode problems)

kevin-v96

Config files for my GitHub profile.

kevin-v96.github.io

Portfolio

langchain-basics

Implementing basic stuff like LLMs and Prompting in LangChain

langchain-rag-qna

A simple langchain QnA pipeline trained on any local text using Sentence Transformers and OpenAI

leetcode-grind75

Leetcode problems from the Grind75 set (https://www.techinterviewhandbook.org/grind75)

llama-7b-ft

Llama 2 (7B) finetuned on 50k instruction-tuning data produced with GPT4

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

makemore

Basic language model(s)

micrograd

Small autograd engine

misc-ds

Miscellaneous data science projects and notebooks

ml-algorithms

ML and data analysis algorithm implementations (mostly) from scratch

music-recommender-algos

Various music recommender algorithms

nanogpt

A small GPT inspired by nanoGPT from Andrej Karpathy

pointer-generator

structured-state-space-model

Structured state space for sequence modeling (S4)

unbalanced-classification

A project using standard ML algorithms used to address unbalanced datasets for classification

voice-recording-classification

Classification of gender in voice recordings using Torchaudio