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Hi there, I'm Andre 👋

I'm a Founder and ML Engineer specialized in machine learning, MLOps, distributed computing and embedded AI. I build machine learning solutions and data products from first prototype to production. I'm working with large language models in commercial projects as well as with embedded AI in a research project. Among other industries I have worked in FX derivative trading, programmatic advertising, e-commerce and agriculture.

What I'm currently working on

  • Develop a scalable data analytics platform for a market intelligence solution. Ingest multi-modal data (documents, satellite imagery, geolocation data, etc.) from public and private data sources to extract, index and analyse information. Use large language models to provide a natural language query interface to access the data.
  • Working in a research project that develops a gas sensor based on a array of affinity sensors. The technology will be used to monitor soil quality and detect plant diseases. I'm working on the data analytics part of the project using embedded ML to classify the measurements from the sensor.

How to get in touch with me

Andre Sprenger's Projects

camvid icon camvid

Copy of the camvid labeled dataset

deeplearning4j icon deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

doc2vec icon doc2vec

Python scripts to train a doc2vec models using Gensim.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

keras_acgan icon keras_acgan

Train an Auxiliary Classifier Generative Adversarial Network (ACGAN)

keras_fc_densenet icon keras_fc_densenet

Keras implementation of the Fully Convolutional DenseNets for Semantic Segmentation paper.

llama icon llama

Inference code for LLaMA models

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

prnet icon prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

pubsubclient icon pubsubclient

A client library for the Arduino Ethernet Shield that provides support for MQTT.

ray_retriever icon ray_retriever

A scalable implementation of a retrieval augmented Q/A assistant based on Ray Serve and Weaviate.

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