Jul 2021 – Dec 2023 · 2 yrs 5 mos

• Spearheaded vision, audio, location intelligence and optimisation solutions at 56 Secure
• Led development of AI based Video Surveillance and Location Surveillance Products
• Implemented a self-learning Face Recognition system akin to Google Photos' people feature
• Built model ensemble strategy for automated labeling of object detection datasets
• Led the design, training, and optimization of neural network models for edge deployment
• Executed end-to-end anomaly detection system 'Move' for route tracking, enhancing user safety during travels
• Hiring and growing both our tech and the product team
• Built and mentored a strong 6 member DS team
• Vision: object detection, object tracking, face detection, face recognition, ANPR, vehicle entry-exit, motion detection, object re-identification, depth estimation, anomaly detection
• Proficient in Python, Node.js, GoLang, C++, C, working across AI, ML, DL, backend, web, mobile, and camera devices
• Tech stack: AWS, Tensorflow, keras, elasticsearch, Kibana, Spark, TF-serving, PyTorch, ONNX, flask, Elastic Inference, MongoDB, GraphHopper, EKS, ECS, Kubernetes, Docker, gunicorn, Redis, Kafka, numpy, scipy, pandas, ray, ray-serve, LabelStudio, cuda, nvidia tao toolkits, cnngen, ambarella

Jul 2019 – Jul 2021 · 2 yrs

• Microsoft Teams - Platform Extensibility
• Lead Software Engineer for the below attached features on Teams iOS
• Led the transition to latest architecture patterns like MVVM and MVVM-C for Platform team
• Adaptive Cards expert for Teams Mobile and led growth from 1M MAU to 20M MAU: adaptivecards.io
• Built an Automated Visual Difference framework, target and pipeline for testing UI intensive components
• Onboarded and mentored 7 new hires to the team and was responsible for team fun events

Jun 2019 – Jan 2021 · 1 yr 7 mos

• A fast-paced journey where we came all the way from generating visa photos to playing with memes 😉
• LuMos PhotoID: Use AI to generate and print Passport/Visa photos on your mobile device
• LuMos Collections: Intelligent platform to store, search and maintain your meme collection
• LuMos Memes: Social media platform for creating, consuming and exchanging memes
• Schmooze: Social media platform to connect university students based on humour
• Led a team of 8 amazing developers, who enabled me to focus on things other than coding, like product, design, strategy, and roadmaps

Aug 2018 – Jun 2019 · 10 mos

• Causal Inference and Reasoning | Probabilistic Graphical Model | Expectation Maximization | Genetic Algorithms | Genomics

Jan 2018 – Oct 2018 · 9 mos · Remote

• Video sentiment analysis: Processing of video streams (both audio and visual) to extract various human sentiments using multimodal deep learning.

May 2017 – Aug 2017 · 3 mos · Bengaluru Area, India

• Worked in the field of Intelligent User Interfaces for social good. Designed and prototyped a collaborative platform for incident reporting. Backend included various machine learning algorithms for document similarity, clustering and chat-bots.
• End-to-end system design has been made open-source with details shared in the research papers published at ACM IUI 2018, Tokyo and ACM CoDS 2018.

Jan 2017 – May 2017 · 4 mos · United States

• Developing profitable "Medium-Frequency" equity trade signals for USA, Canada, Europe and Asian markets

Jun 2016 – Aug 2016 · 2 mos

• Dealt with the analysis of various ML models and their performance in predicting student performance and future coursework.

Apr 2016 – Mar 2017 · 11 mos