Projects 4 All

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Specific projects

BLAS / Atlas / MKL / AyeBLAS optimization

Schimming / abstraction layer to simplify low level APIs

Reuse TF, caffe etc… Apply schimming “sauce” on top

Absolute automation of model zoo, github and research papers automation

Translational work… Research paper automation

Automation : Adapter filters (ISIC, papers)

Healthcare domain

1. Requirements loaded by SME (medical doctors)
2. Project planning and estimation done by technology consultants
3. Interns work under expert supervision
4. Regular interlock with SME physicians
5. Co-working teams of medical and engineering students
6. Product stack
   1. Hospital Management System
   2. Electronic Medical Records
   3. Laboratory Management Systems
   4. Clinical Decision Support Systems
   5. Medical Devices Integration
   6. Telemedicine Modalities
   7. DICOM, HL7 / FHIR
   8. Other domain specific requirements

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What “impacts” are we looking at? (Achieve a pre-singularity cognitized infrastructure)

1. Digitalization (address the digital divide - it still exists, but this is about bringing in digital tools and methods into the spectrum of human economic activities)
2. Cognitization (address the cognitive divide)
   1. Ref. https://www.dqindia.com/programming-for-all/ (2008 vintage)
3. Democratization (equal access and inclusive framework for digital cognitization)
   1. Human Language neutrality (all technologies available in all human languages)
   2. Collaborative models of technology access
   3. Technology for “basic-needs” should be built for and made available to all
      1. Health
      2. Education
      3. Livelihood
      4. Social justice
      5. Food and agriculture
      6. Habitat - environment and natural resources
      7. Energy and space
4. Securitization (this is a corollary to digitalization - top priority in current situation)
5. Technological resilience (#AtmanirbharBharat for #VasudhaivaKutumbakam)
   1. Public domain hyperscale / exascale compute infrastructure for India
   2. Storage and communication needs

What are the deliverables?

1. AI / AGI / DS related
   1. Domain wise SKHF analysis
   2. Speech
      1. Adapter filters
      2. Chatbots
      3. NLU
      4. Tools of the trade - sentiment analysis etc
   3. Vision
      1. Across domain ontologies
   4. Problem solving
      1. Codification
      2. State space search, dimensionality reduction etc.prooof-f-concept
   5. Analytics
      1. Statistical methods
      2. Qualitative methods
   6. IoT, Mechatronics and Control
2. Applications in user domains
   1. Models and algorithms for economic / industry areas (as per ISIC codes)
   2. Datasets and everything-else-data in the domain
3. UI / UX and HMI
   1. AR, VR
   2. Gamification
   3. Story boarding
4. Engineering / Tech domains
   1. Frameworks for AI and data-science
   2. Libraries / middleware
   3. System software
   4. Hardware and firmware (includes IoT)
   5. High-performance computing
5. Modeling, Optimization and Simulation
   1. End-to-end automation from concept to proof (PoC) and prototype
      1. Makerspace
      2. Core engineering (non CSE interest areas)
   2. Collaborative and immersive creativity platforms
   3. Optimization (orthodox and disruptive methodologies)
6. Project management and delivery
   1. SME liaison
   2. Planning
   3. Risk mitigation
   4. Execution
      1. DevOps
      2. Agile
      3. GitOps
7. Quality and robustness
   1. Test planning
   2. Test execution, automation and reporting
   3. Engineering science
      1. MTBF / MTTF
      2. Field support
8. Theoretical robustness
   1. Translational work (from research to practice)
   2. Auto-provers
   3. Coverage of standard academic framework (like GATE and SFIA levels)
9. Future trends
   1. Quantum computing
   2. BT and DNA computing
   3. Nanotechnology