DocuPanda combines state of the art document parsing (OCR, table extraction, etc.) with cutting edge AI to convert any unstructured document (PDFs, images, and more) to a structured JSON format. This is the future of document intelligence.

Hoss is a data science consulting firm delivering end-to-end machine learning solutions. Both founding members are data scientists specializing in multiple fields in the algorithmic landscape, and come with many years of experience both in freelancing and full-time roles.See company profile for list of clients and projects.● Developing primarily in Python, but also proficient in Java, MATLAB and R● Toolkit consisting primarily of deep neural networks (Tensorflow, Torch) and Gradient Boosted Models (lightgbm, xgboost), but also experienced using SVMs, Random Forests, Regularized Linear Models, PCA, etc.● Fields of expertise ranging from Computer Vision (both images and video), to NLP (both using deep learning and also more conventional methods), to generic data science problems where the features are less homogenous and a custom solution is critical● Experts in leveraging data of all sizes, from tiny datasets of several hundreds of samples, to enormous datasets of hundreds of gigabytes on AWS cloud

Developing machine learning platforms and solutions in the energy field. State-of-the-art deep learning employed for load disaggregation and other applications in smart-home technology.

Applying deep learning to EMR data to generate synthetic, privacy-preserved medical records

● Developed deep neural recommender networks in Python/Tensorflow on data with enormous feature cardinality (hundreds of categorical features, millions of derived columns) to optimize click-through rate prediction, leveraging terabytes of data to improve revenue by over 20% (team effort)● Implemented FFM (field-aware factorization machine) architecture in Tensorflow (beating the more complex existing approach), embedding each feature into the same latent space and funneling the network through a small bottleneck of pairwise cosine similarities, reducing overfitting and improving generalization● Designed a collaborative filtering model between publishers to improve exploration of new targets in the network● Created comprehensive model for predicting click-through rate of new sponsored content by utilizing NLP techniques to extract features from titles - the first application of machine learning in Taboola

● Conceptualized and wrote patent applications in the fields of eye tracking and medical fluoroscopy● Performed market research in the fields of eye tracking to identify potential vendors and explore partnerships● Provided technical know-how and support for fund-raising demos with investors and physicians● Lead the development of promotional marketing media to explain the product and attract investment

● Performed data analysis for experimental test runs of top-secret military system (MATLAB), including rigorous mathematical reconstruction of the involved physics, employment of advanced atmospheric modeling and performance assessment using statistical methods● Created graphs and visualizations of test results and regularly communicated reports to senior management● Provided research and simulations in the fields of aircraft navigation, inertial navigation systems and GPS

● Taught undergraduate courses "Electrical Circuits and Systems", "Digital Signal Processing"● Prepared lesson plans, delivered lectures, composed and graded assignments and exams● Ranked in the top 10th percentile in the Student Feedback Assessment for instruction quality

● Accepted into elite military program ("Psagot") promoting academic excellence for high-end research and development positions in the military● Completed Officer Training Course with the rank of Lieutenant● Served as navigation engineer, overseeing and managing a classified project contracted to IAI, functioning as the official point-of-contact representing the IAF