-Automaton AI is a full-stack AI company, with a vision to democratize AI.-Automaton AI products include a low-code DLOps (ADVIT Studio) & AutoML tool (ADAPT AI) that enables Developers & Data Scientists to speedup the AI model development process

Train professionals & students to develop AI Applications on real-world data.

- Developing innovative techniques to create NLP based voice applications for speaker verification and identification.- Developing Automatic speech recognition (ASR) models.

- Developed innovative techniques to create a computer vision and NLP based applications.- Developed data ingestion and annotation pipeline for CV and NLP based deep learning applications.- Developed microservice-based distributed data processing pipeline for AI-powered real-time visual analytics product.- Developed and maintained the distributed data processing pipeline using Apache Kafka, Spark, and HDFS. - Guided & managed an offshore team of 12 and the inhouse team of 7.- Worked with the marketing and sales team on the AI-powered applications.- Developed a boot camp program and trained cohorts in Machine Learning and Deep Learning.- Trained people with hands-on experience in Caffe2, Tensorflow, and Keras on real-time data.

- Developed inference and training models for DNN using Python, MATLAB, Tensorflow, C/C++, OpenCV.- Developing and tuning of Fixed Point Models of Deep Neural Networks (DNN) using MATLAB, Python and C/C++.- Performed fixed point training, inference and benchmarking; compare the accuracy of fixed point training and inference against their floating-point counterparts.- Prototype new network and architectures in fixed-point using MatConvNet library in MATLAB.- Implemented algorithms in CNN using MATLAB for forward and backward propagation.- Evaluating techniques and approaches to work with the fixed point in CNN's and RNN's.

-Student Assistant for CUDA Architecture course(CMPE 297-6) -Assist students with Lab work & assignments and also in developing projects on Jetson TX1.

Design and Tailor Bluetooth applications to pair with custom, leading edge hardware and software products.

- Assisted Prof. Hyeran Jeon in her Research in “Autonomous Car” as a CUDA software developer.- Worked on Image Processing, to develop algorithms to enhance the speed of the operations.