Jan 2020 – Sep 2022 · 2 yrs 8 mos · Bengaluru, Karnataka

• Leading the visual discovery efforts.
• Similar items and Outfitting boards on Product Detail Page are powered by my team.
• Core contribution involves building multiple deep metric learning models, initial deployment pipelines & framework (oozie-workflows), ranking/retrieval module etc.
• Tools/Languages/Framework: Python, Hive, Oozie, PyTorch Lightning.

Mar 2019 – May 2019 · 2 mos · Bengaluru, Karnataka, India

• Responsible for developing differentiating solutions, majorly vision based applications for Samsung flagship devices using varied image processing and machine learning techniques.

Mar 2017 – Feb 2019 · 1 yr 11 mos · Bengaluru, Karnataka, India

• Part of Vision Research Team. Responsible for developing & delivering intelligent vision solutions using Machine Learning and Artificial Intelligence techniques.
• Project : Visual Attribute Detection
• Developed models for identification of very fine grained details(visual attributes) in an image. Tools/Languages: Tensorflow, FastAI, Python.
• Project : Samsung Mall
• Worked on developing and improving the the similarity search module for the visual search feature in the shopping service.
• Tools/Languages: Approximate Nearest Neighbour Search , Python.

Mar 2016 – Feb 2017 · 11 mos · Bengaluru, Karnataka, India

• Part of Advanced Media Authoring and Analytics Team (Multimedia).
• Project : Bixby Vision
• A software solution deeply integrated into camera which gives a deeper understanding of what user is looking at. It uses object recognition & various deep learning techniques. Worked on History module which keeps track of user preferences and provides meaningful recommendations.
• Tools/Languages: Android, SQLite

Jun 2014 – Feb 2016 · 1 yr 8 mos · Bengaluru, Karnataka, India

• Multimedia Solutions, Android Application Development
• Project: Filter Recommender System
• Developed a hybrid recommender system making use of content based methods along with collaborative filtering.
• Tools/Languages: Alternating Least Squares(Technique), Android
• Project: Smart Streaming
• An android application which can cast media content on to TV from mobile device via Chromecast. Worked on notifications module which keeps track of all the notifications(call, sms, alarms, sns etc.) during playback, prioritize it and take actions.
• Tools/Languages: Google Cast SDK, Android.

May 2013 – Jul 2013 · 2 mos · Hyderabad

• Project: Machine Learning Analytics
• Worked on a diagnostic tool DELIC4MT for evaluation of 'Anusaaraka', an English to Indian language Machine Translation System.
• Tools: Giza++, kybot(Kyoto), POS Tagger(Stanford)