Internships in Deep Learning for Vision, Language, Music and Trading
SuraSystems is looking for students who are willing to work on benchmarking, implementing and developing Deep Learning algorithms. The goal of the internship is to replicate, benchmark and extend recent models and results in Deep Learning research relating to
1. Real time object detection and segmentation.
2. Neural style.
3. Satellite imagery modeling and prediction.
4. Knowledge Graphs and Question Answering.
5. Music generation and Understanding.
6. Trading strategies.
The work will involve benchmarking and prototyping recently published deep learning models and algorithms in the above areas. Expected outcomes of the internship include software prototypes, reports on performance comparisons of various Deep Learning Models and Algorithms. Internships are expected to be at least 12 weeks long. First preference for candidates willing to spend 6 months or more. Stipends possible for gifted candidates.
Qualifications & Skills:
Currently pursuing Masters or PhD degree in computer science, electrical engineering, Mathematics or a data-oriented engineering discipline. Familiarity with supervised and unsupervised machine learning algorithms possibly via Coursera / EdX ML courses. Familiarity or exposure to one or more deep learning algorithms or libraries. Fluency in at least one programming language such as Python or Java.
Basic knowledge of deep learning algorithms and packages such as Scikit-learn, Cuda, Theano, Torch, Tensorflow , Keras and Lasagne. Experience in dealing with different datasets including time-series and image data. Familiarity with environments such as Hadoop / Spark a big plus. Experience with OpenCV, OpenGL a big plus .
Degree Level:Pursuing or Completed ME, MTech, MS, PhD in computer science, electrical engineering, Mathematics or a data-oriented engineering discipline.
Start Date: March 2017 onwards.
Experience: 0-1 Year
Education: MCA, ME, M Tech, MS, Ph D, BE, BTech
Role: Software Application Developer / Algorithm Development
Job Details:Applications are invited for the position of Software Developer in Sura Systems from candidates who are already in Chennai. Applicants are expected to clear a written test. Please come prepared for a simple test involving programming (C or C++ or Java or Python or Ruby or a language of your choice) and logic. Please apply ONLY if you are confident of taking this test. Applicants who are successful will be absorbed after a period of 3 month probation, This is a full time position, not a part time job.
Candidate Profile:Freshers with a strong background in algorithms and programming. It takes two years to become proficient in algorithm and product development. We are looking for people who will be part of our team. Please apply only if you are prepared to stay with us for a minimum of four years.
Sura Systems Private Limited ( SuraSys )
About SuraSys:SURA SYSTEMS PRIVATE LIMITED ( SuraSys ) develops Machine Learning Solutions and applications across domains such as Natural Language Processing, Speech, Image, Video and Machine Vision. We work on cutting edge platforms such as Hadoop, H20, Spark, Drill, Neo4J, FlockDB, MongoDB. For front end we primarily use Django and Rails. We are currently developing ML based device independent products in the cloud. We work exclusively in Amazon Web Services, Heroku and Rackspace. In the last two years we have worked on developing a Sentiment Analysis Engine, Near Duplicate Detection algorithms and legal eDiscovery engine and Record Linkage and name disambiguation solution for our US based clients. All three are in production. We have developed several web based solutions for US and Canada based startups that have been sold to OEMs and other companies. Our web applications are developed in Django and Rails and are hosted in AWS and Heroku. We are primarily an algorithm development company which specializes in developing highly scalable solutions and applications.
Additional InformationContact Name : Sura Systems Private Limited
Address: Plot No 16, Flat No 2,
First Floor, "Ramyam Selva",
VGP Selva Nagar II Main Road,
(Near Velachery MRTS),
Chennai - 600 042,
Phone 044 43851966,
States & U.T Tamil Nadu.