Leveraging the benefits of Artificial Intelligence & Machine Learning Techniques
The Technocraft Center for Applied Artificial Intelligence (TCA2I) was set up at IIT Bombay in June 2021. The center will engage in focused research areas of Operation Research using Artificial Intelligence, Data Science, and Automation with a strong preference to applied works in industrial settings. Artificial Intelligence is expected to be a major driver of industrial economic and social progress in the years to come. Through the Centre, IIT Bombay wants to become a forerunner in applied AI and be an enabler of the national goal of leadership in applied AI through the expertise of iits faculty in AI, Data Sciences, Machine Learning and Optimization. In addition to the research and developmental activities, the Centre will also spread awareness of applications of AI and offer certificate programs and tailored courses to Industry professionals.
Focus Areas
- During operations, dynamic 5G Bean Allignment
- During Design, improving RF parameters like Bandwith, Senstivity using ML based optimising techniques.
- Duirng Design, priortising key design parameters like throughput, latency, range and power consumption based on the application
- Using AI/ML for Data Analytics for analysing the Radio Signals and classificating in a matter of milliseconds unlike the traditional methods that had heavy time penalty and was prone to errors.
- Anomaly Detection based on the user pattern on a node and Network Operations.
- Malware detection through Classification of the Data, email, message.
- Vulnerability Management by identifying, priortising and helping to remidate existing vulnerabilities.
- Endpoint Intrution Detection and Response – VAJRA
- Honeypots.
- Develop Predictive Models.
- Integerate AR during Physical Inspection for better appreciation .
- Integerate VR for Training Purpose (simulated DI/DR and opeing 7Assmbling of digital entity).
- Use AI/ML tools for determining First Response in case of emergency along with the degree of criticality of the patient to prioritise and allocate resources (triaging).
- Develop Computer vision-based HoloLens, – AR for endoscopy applications, precision for liver surgery (both real time and based on the scans, it will determine the area/volume to be removed).
- Develop OCR tech for Digitisation of clinical hand-written reports of doctor and integrate the application with the existing Hospital Management Software at ILBS.
- Develop AI/ML tools that use Ultrasound images to simulate the output of Fibro scan.
- Develop a Realtime application for guiding Procedure for Ultrasound as part of training and while actual use (gazing tech). The tool should also determine the quality of the scan on the go with a aim of achieving a good and relevant scan in the first go.
- Radiomics for portal pressure measurement using CT scans.
- Develop a Decision Support Software – ‘Shiv’ that acts as an Expert Diagnostics Application (based on pathology and radiology reports along with certain other attributes).
- Pestiside Spray Drone Coordination.
- IoT based data collection for Near Future – Climate Warning and Action.
- Selective Weeding and pestiside application.
- Carbon Emission Prediction using IoT sensors.
- Power Distribution Network Design.
- Process Automation for lower carbon Emission
- Digitisation of old records.
- Building Decision Support Systems.
- Smart Metering.
- Supply Chain management
Awards
Vimarsh 2023 5G Hackathon
At the Vimarsh 2023 5G Hackathon organized by the Ministry of Home Affairs (MHA), GOI, and the Department of Telecommunications (DOT), our project “Vajra,” clinched the Runner Up award. “Vajra” aims to bolster the security of 5G communication networks and stood out among numerous entries nationwide.
The accolade was presented by Shri Ajay Kumar Bhalla – Union Home Secretary. Our participation not only provided a platform for showcasing innovation but also facilitated invaluable learning and growth opportunities. It underscores our dedication to advancing 5G security and highlights the potential of our students and faculty in the realm of technology.
Global Digital Innovation
The Prime Minister, Shri Narendra Modi inaugurated the 7th Edition of the India Mobile Congress 2023 at Bharat Mandapam in New Delhi today. India Mobile Congress (IMC) is the largest telecom, media, and technology forum in Asia to be held from 27th to 29th October 2023 with the theme ‘Global Digital Innovation’.
The IMC 2023 aims to strengthen India’s position as a developer, manufacturer, and exporter of key cutting-edge technologies. During the program, the Prime Minister awarded 100 ‘5G Use Case Labs’ to educational institutions across the country.
Global Artificial Intelligence Summit
Technocraft Centre for Applied Artificial Intelligence (TCA2I), based at IIT Bombay, clinched the coveted “Best Use of AI in Automation” award at the Global Artificial Intelligence Summit & Awards (GAISA) 2024. This recognition is a testament to TCA2I’s commitment to cutting-edge translational research and technological innovation.
TCA2I, as one of IITB’s 16 Research Centres, actively contributes to national leadership in applied AI. The centre’s 360° Product Development model, aligned with ethical considerations, ensures comprehensive solutions for Data Security and Digital Identity Protection. With a focus on Product Delivery, TCA2I collaborates with technology startups to propel AI advancements
ITU WTSA-24 AI Bharath 5G/6G Sandbox Hackathon
🌟A Proud Moment!🌟
Thrilled to announce that Vajra IIT Bombay has secured 1st place in the ITU WTSA-24 AI Bharath 5G/6G Sandbox Hackathon! This hackathon was part of the AI For Good: Machine Learning in 5G Challenge, organized by the International Telecommunication Union (ITU) and Department of Telecommunications (DoT).
Artificial Intelligence (AI) and Machine Learning (ML) are transforming next-generation networks like 5G and 6G on an unprecedented scale. This project highlights the importance of initiatives like the AI/ML 5G Challenges, ITU Journal for Future and Evolving Technologies, and the AIforGood Discovery series, all pushing the boundaries of technology to new horizons.
A heartfelt thanks to all the mentors, organizers, and competitors who made this achievement possible! We are always ready to reach new milestones and drive future progress with the power of AI!
