Engineering Specialist at Kheiron Medical Technologies (2020–)
Senior technology advisor for flagship products Mia and Mia IQ.
Backed by a neural network stack, our team builds a product that integrates with hospital systems to help ensure proper breast positioning and diagnose malignancies in mammography digital images. Responsibilities of our engineering team include acquiring and pre-processing images, incorporating machine learning models, visualizing predictions and facilitating the verification and validation process.
My main focus has been designing a scalable cloud-first solution for Kheiron's flagship products Mia and Mia IQ, and ensuring a smooth migration from an earlier monolithic on-premise version. This has entailed collaborating with our Machine Learning, Data Acquisition, Product and Clinical Teams.
Technologies involved: Kotlin, Python, C++, PostgreSQL, TensorFlow, AWS, Azure
Tech Lead at IBM Watson Media, Budapest (2018–2020)
Lead architect for a closed captioning and video analysis product portfolio, part of the Watson suite for major media companies.
Utilizing artificial intelligence research in speech-to-text, visual recognition and natural language understanding, our team created close to real-time applications that automatically enrich video content with metadata for video indexing and search, as well as provide punctuated transcripts for live broadcast streams in English and Spanish. Our responsibilities ranged from integrating external research assets into our product portfolio to developing our own algorithms for solving complex machine learning problems; spanning the entire software development flow taking code from inception to being deployed as a highly available cloud service. Our solution has been integrated with over 80 stations of the Sinclair Broadcasting Group across the US.
My responsibilities included problem analysis, overall system design, balancing business and engineering objectives, communicating with offering representatives, coordinating the engineering aspects of a multi-site team (mainly Atlanta, Budapest, Haifa), creating inventions (patents), solution design and code review, mentoring.
Technologies involved: Go, C++, Boost, Python, Keras, TensorFlow, SQL, ElasticSearch, Kubernetes, IBM Cloud