About

Aniket Mane is a Senior Machine Learning Engineer with over four years of experience in the field of Machine Learning/Data Science. He specializes in Deep Learning, MLOps, Computer Vision, GCP, and AWS. Aniket has worked on various deep learning projects, mainly focused on deployment and building of real-time latency pipelines for computer vision tasks. He has also worked on MLOps as well as model optimization and quantization techniques. Aniket's tech stack includes Python, Pytorch, TensorFlow, Cloud services like GCP/AWS, and NVIDIA Deepstream SDK. Currently, he is working at quantiphi, where he led a team of ML engineers to develop an end-to-end near real-time latency pipeline to detect human intrusions in data center premises using CNN-based Image Segmentation and Object Detection models. He also developed a cross-product visual outfit recommendation model for an e-commerce firm using Siamese Networks and Bi-LSTM. Aniket has trained and deployed an Image Segmentation model as a part of a Ride safety alert system to detect unsafe activities by visitors in amusement park rides. He deployed and served the model using TensorRT, Triton inference server, and Kubernetes cluster hosted on GCP. Before joining quantiphi, Aniket worked at reportgarden as a Software Development Engineer and at infinera as a Software Development Intern. At infinera, he successfully completed the project 'Sequential Build of Automation Processes' and developed a portal enabling the employees to view as well as work on existing builds for modification purposes in a customized way. He also developed a 'Self Help Page' for the company providing information about the job assigned to an employee along with the 'Integration status,' 'Pending status' of the changelists. Aniket holds a Bachelor's degree in Electrical and Electronics Engineering from Birla Institute of Technology and Science, Pilani. His tech stack includes ML, AWS, Computer Vision, Deep Learning, GCP, Image Segmentation, Kubernetes, Object detection, CNN, Object Detection, Search, Big Data, Software Engineer, Python, Data Scientist, TensorFlow, Pytorch, MySQL, and Integration. With relevant experience of 5.78 years, Aniket is a skilled and experienced Machine Learning Engineer who can undertake challenging projects with ease.