- San Diego, CA
- http://ttungl.github.io/
Highlights
Starred repositories
OCR, layout analysis, reading order, table recognition in 90+ languages
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
HeteroArchGen4M2S: An automatic software for configuring and running heterogeneous CPU-GPU architectures on Multi2Sim simulator. This tool is built on top of M2S simulator, it allows us to configur…
Python code for classification of documents into different classes using machine learning
Engineered an advanced deep learning model to automate the classification of financial documents, including Balance Sheets, Cash Flow and Income Statements using Bidirectional LSTM and TensorFlow. …
Starter template for your ML/AI projects (uv package manager, RestAPI with FastAPI and Dockerfile support)
Source Code for our Simple Walkthrough Videos
Excel spreadsheet crawler and table parser for data extraction and querying
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
Get your documents ready for gen AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Building a GPT-like LLM from scratch with PyTorch.
Two-Tower recommendation model in PyTorch (educational)
A resource for learning about Machine learning & Deep Learning
We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top
Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Pytorch deep learning project to generate the frontal view of the t-shirt a person is wearing on an inferred image. Using a Segmenter and Image2Image models.
The idea is to calculate the similarity between the resume and the job description and then return the resumes with the highest similarity score.
ttungl / feature_engine
Forked from feature-engine/feature_engineFeature engineering package with sklearn like functionality
Can large language models explain their own classification behavior?
🟣 LLMs interview questions and answers to help you prepare for your next machine learning and data science interview in 2026.
Developer samples for the KDB.AI vector database
Machine Learning and Computer Vision Engineer - Technical Interview Questions