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The University of Illinois Urbana-Champaign is dedicated to building upon its tradition of excellence in education, research, public engagement and economic development. More than 3,000 faculty members discover and create new knowledge. Their work is an economic engine for the state and is recognized with many of the world’s top academic and creative awards. The campus’ outstanding academic programs, extraordinary resources and bountiful opportunities attract top-caliber students. They join research teams, spend semesters abroad, create art in old and new ways and lead and participate in hundreds of student organizations. The Urbana campus has more than 425,000 alumni who are global leaders across the spectrum of human endeavor.

• Built and commercialized an on-device machine learning based indoor localization system using IMU sensors and WiFi signals.
• Patented the retail store mapping technology as a major contributor.
• Launched the location-driven AR service in the Korea's biggest department store for hundreds of users.

CPP Investments

Herald Investment Management

Sunrise Ventures

Chambiz

J&M Partners

SJL Partners

T S Investment

ONUS INVEST

Manufacturer of multi category electronic products. The company mainly manufactures products like smartphones, tablets, audio sound, watches, smart switches, mobile accessories, TVs, sound devices, refrigerators, laundry, air solutions, cooking appliances, monitors, and memory storage.

Manufacturer of multi category electronic products

• AutoML Platform: Optimized the ML model explainer microservice achieving 10X speedup improving the user experience significantly.
• Big Data Healthcare Informatics: Derived insights from 400 terabytes of Samsung Health log data using time series representation learning.
• Recommender Systems: Placed in top 10 teams in Korea in a music recommendation contest.

• Built an end to end service for the computation of OD matrix for any locations over complete Singapore map.
• Achieved 20X speedup over geo-informatics service by ArcGIS, using novel heuristics and deployed it in production.

At NUS, we are shaping the future through our people and our pursuit of new frontiers in knowledge. In a single century, we have become a university of global influence and an Asian thought leader. Our location at the crossroads of Asia informs our mission and gives us a tremendous vantage point to help create opportunities and address the pressing issues facing Singapore, Asia and the world.At NUS, we believe in education, research and service that change lives.Read our social media community guidelines here: https://nus.edu/socialmediaguidelines.

Continuous Machine Learning Flow using NiFi and Sparkling Water
•	Built a system that is capable of learning ML models in real time on a large amount of data.
•	Also, built a service pipeline that is capable of making predictions on incoming data in real time.

Automatic Gym Exercise Counting from Surveillance Cameras (Prof. He Wang)
•	Differentiated Gym Exercise (i.e. pushup, benchpress, and squat) using sparse spatio-temporal features.
•	Made the system capable of detecting the sequence of exercises accurately 
•	Extended the system from a single person to multiple people present in the gym
•	Analysis of results and extensive testing of the system on real-world data was done.

Purdue University is a vast laboratory for discovery. The university is known not only for science, technology, engineering, and math programs, but also for our imagination, ingenuity, and innovation. It’s a place where those who seek an education come to make their ideas real — especially when those transformative discoveries lead to scientific, technological, social, or humanitarian impact.

Founded in 1869 in West Lafayette, Indiana, the university proudly serves its state as well as the nation and the world. Academically, Purdue’s role as a major research institution is supported by top-ranking disciplines in pharmacy, business, engineering, and agriculture. More than 39,000 students are enrolled here. All 50 states and 130 countries are represented. Add about 950 student organizations and Big Ten Boilermaker athletics, and you get a college atmosphere that’s without rival.

University offering undergraduate and graduate degrees across many disciplines

INNAV - Indoor Navigation System for Blind and Sighted (Prof. M. Balakrishnan)

Indian Institute of Technology (IIT) Delhi is one of the 23 IITs created to be National Centres of Excellence for training, research and development in science, engineering and technology in India. 

Established as College of Engineering in 1961, the Institute was later declared as an Institution of National Importance under the "Institutes of Technology (Amendment) Act, 1963" and was renamed as "Indian Institute of Technology Delhi'. 

Since its inception, over 50,000 have graduated from IIT Delhi, of which more than 5500 are with a Ph.D. degree, in various disciplines including Engineering, Physical Sciences, Management and Humanities & Social Sciences. 

In 2018, IIT Delhi received the special status of Institution of Eminence (IoE) by the Govt. of India, giving it greater autonomy in various matters including hiring of foreign faculty and starting collaborations with foreign institutions. 





Centre for Biomedical Engineering :: IIT Delhi