prof-freakenstein/SIH2024 huggingface dataset:
Title: Dredging Analysis and Decision Support System.. Category: Transportation  Logistics. Subcategory: Software. Organization: Ministry of Ports, Shipping and Waterways. Description: Port channels are to be dredged regularly in order to ensure the required draft for the vessels to be berthed in Port Berths. Siltation is one of the pain areas of Cochin Port and the expenditure towards dredging is very high. A costeffective solution is required to i. Monitor the realtime draft in various sectors of the port channels and berths ii. Support system to predict the siltation expected within a stipulated period based on the historical data of draft and meteorological data
Title: Dronebased surveillance system for the vessels plying in port areas and encroachments. Category: Robotics and Drones. Subcategory: Hardware. Organization: Ministry of Ports, Shipping and Waterways. Description: Cochin Port is having water bodies and a land area of 2177 acres. Licenses are being issued by the Port to the marine vessels to ply within the Port limit. A costeffective solution is required to i. Tracking and reporting of harbor crafts like boats, barges, dinghies, etc., that ply in the Port water limit. ii. Encroachments if any, in the port limits need to be watched constantly and report the same if any. iii. Management Information System regarding the violators, encroachments, etc.
Title: Application Development for monitoring of wool from Farm to fabric. Category: Transportation  Logistics. Subcategory: Software. Organization: Ministry of Textiles. Description: An Appbased solution for the wool sector in India which can have the following features is required 1. Wool Market Information Provides realtime market information on wool prices, trends, and news. 2. Wool Tracking Allows users to track the production and transport of their wool from farm to market. 3. Quality Assurance Provides a platform for wool producers to ensure the quality of their wool and access to wool grading services. 4. Wool Storage and Warehousing Helps farmers store and manage their wool inventory. 5. Wool Processing Helps farmers access wool processing services such as shearing, sorting and dyeing 6. Wool Trading Platform Allows wool producers to buy and sell wool directly from other farmers or buyers. 7. Online Wool Marketplace Provides a platform for wool producers to sell their wool directly to buyers 8. Wool Education and Training Provides a list of wool producersartisans regionwise, and statewise data to provide educational resources and training to help them improve their production, quality, design and marketing skills.
Title: Threat zone of an explosion particularly in oil and gas handling industries or refineries. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Development of software for Indian physical territory containing exact geographical locations of all hazardous locations which contain potential risk to damage and destroy human life, property, and environment on a huge sale. This software should be able to find out the area or more precisely the threat zone in which the radiations and blast waves of an explosion will spread to damage its surrounding locality. Its been observed in many explosions and fires in industries, say according to the official report of Jaipur IOCL Fire by SK ROY, GM ISE, CO INDIAN OIL CORPORATION LIMITED, held on 29 October 2009, where the fire following an explosion in a tank caused 9 tanks out of 11 to explode drastically after the first explosion and the fire continues to spread its havoc for a sum total of 11 days and no fire personnel, experts and fire services could suggest ways to put off the fire and the fire extinguished by itself after the crude oilfuel in the tanks on fire gets totally burned. According to this report, later MB LAL Committee provided 118 recommendations for oil installations but the fighting capabilities cannot be utilized if they can not be directed through the right way and direction of approach towards the fire. The above example shows that even if we have sufficient firefighting resources but if they approach the fire from the wrong direction say from a direction or zone where radiation is at its peak or from where the efficiency of firefighting will be least the available resources are of no use. One should know the zone affected by the fire and the area where the radiations will be very high, high, medium, or low i.e. areas could be distinguished according to the radiations and potential to damage the human, flora, and fauna of the locality present in that threat zone. If a fire will be tackled from the right direction it can be extinguished in a more efficient manner with the least use of resources, and the least wastage of resources, within the least time. One of the most useful advantages of such software is that it can be used to evacuate people and animals from areas with disastrous exposure to radiation so that more and more lives can be saved until the fire will be extinguished or under control. So, such software should be made and propagated among fire personnel for its more efficient and convenient use for different eases and zones for different types of storage i.e different threat zones for different types of storage like LPG bullets, Horton spheres storing the same volume of LPG with different wind speed and wind directions will have different affected areas under radiations. Development of such software will help a lot to our fire services to tackle any type of explosion and fire scenarios with more efficiency.
Title: Computerized cognitive Retraining Program for Home training of Children with Disabilities.. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: Cognitive retraining is a therapeutic strategy that seeks to improve or restore a persons skills in the areas of paying attention, remembering, organizing, reasoning and understanding, problemsolving, decisionmaking, and higherlevel cognitive abilities. Children with Developmental Disability have various cognitive Disabilities. It is common for children with developmental disabilities to suffer from various cognitive disabilities. Presently many therapists use manual cognitive retraining and it is also difficult to monitor homebased training. Few centers offer EEG NeuroFeedback Training. The present proposal is the combined form of Both EEG Neurofeedback and home training. Clinicians can easily monitor the changes based on the progress in home training as well as changes in EEG profile with a single software.
Title: Active Prosthetic ankle and adaptive equipment for bike riding in lower limb amputees. Category: MedTech  BioTech  HealthTech. Subcategory: Hardware. Organization: Ministry of Social Justice and Empowerment. Description: Currently, used prosthetic systems for lower limb amputees can replicate normal human locomotion to a maximum extent which is considered a basic need however, finding the ideal prosthetic solution for their desired lifestyle can be difficult. From the survey, it has been observed that there is a demand from the lower limb amputee population regarding the use of motorbikes for transport purposes. However, for lower limb amputees, this operation creates some inconvenience as there is no active ankle movement. Most importantly, the prosthetic feet currently used in the Indian context possess stationery ankles, and in some cases, more advanced feet use hydraulics or externalpowered systems which dont solve the practical requirements of riding motorbikes for this patient population. The main functions when riding a motorcycle is gear selection and brake operation using the amputated leg. The right foot applies the rear brake on the right side of the motorbike. This is normally operated with ankle movements to press down the foot on the brake lever. Considering the inconveniences being caused to the lower limb amputees, there is a requirement for some modification options such as utilizing a modified brake lever. Alternatively, the left side of the bike has a gear selector to accentuate the controlled speed. This is usually activated by left ankle movements to move the forefoot up and down depending on whether the gears need to go up or down. The modification for the lower limb amputees may include the lefthand thumb operated up and down gear selection to module the operation of active ankle prosthesis in either direction for forefoot up and down motions at 510 degrees intervals to engage and disengage the gear module. Development of brake operation will be useful to resolve the practical issues of riding motorbikes in lower limb amputees, the dream of which was once upon a time lost due to the lower limb amputation
Title: The Employment Department at present has a digital platform www.pgrkam.com and its mobile application to provide almost all services offered to job seekers and employers through digital means. The portal has multiple modules like private sector jobs, government jobs, selfemployment avenues, foreign jobs, foreign study, counseling, guidance, induction into armed forces, job melas, etc. Currently, when a user visits the portalapp, there is no handholding mechanism to help the user get to the part of the digital platform which will resolve his queries. The user is required to navigate across multiple modules on the portal app to search for answers.. Category: Smart Automation. Subcategory: Software. Organization: Government of Punjab. Description: The requirement set is given below 1. To build a smart chatbot on top of Large Language Model LLM driven chatbots like ChatGPT that uses transformers like GPT3. The aim is to assist the user through a digital assistant to provide answers to all queries the user and reduce the time and effort while navigating to any part of the PGRKAM digital platform. 2. The system should be able to intelligently addresses text and voice queries in PunjabiEnglishHindi around job search, skill development and foreign counseling along with recommending jobs based on the candidates preference. A multilingual screen reading module could be added for better query handling. 3. The app will also be able to maintain candidates history and preferences to add a level of personalization for better recommendations. Expected Outcome User should be able to chatreadlisten and discover any information pertaining to job, skill development or foreign counseling on smartphone or laptop computer.
Title: PGRKAM web application  www.pgrkam.com and the PGRKAM Android application of the Punjab Government provides employment data to the prospective candidates. The platform has a sizeable number of user base but it lacks integrated analytics tools to understand how the users are consuming the information.. Category: Miscellaneous. Subcategory: Software. Organization: Government of Punjab. Description: It is desired that an analytics tool similar to MixpanelKissmetricsGoogle Analytics be developedintegrated to the PGRKAM app to enable the administrators to track the users behavior and actions. It is desired that the following details be captured by the tool 1. Channel where the user spotted the PGKAM advertisement. 2. Demographics of users. 3. Webpageservice accessedinformation consumed by the users. 4. Job suggestions based on a potential match in job requirements and skillsets of registered users 5. Collective analysis of success failure rate of the user profile with respect to job requirements for better future suggestions along with job recommendations using algorithms like Genetic Algorithm or Collaborative Filtering or any other recommendation algorithm The details are expected to be displayed using better visualization tools to enable the teams to analyze how and why people engage, convert, and retainin realtime, across devicesto improve their user experience. Expected Outcome User movement and user behavior should be successfully tracked across the PGRKAM app and website for timely reporting and analytics pertaining to user profile, behavior, and experience
Title: PGRKAM web application  www.pgrkam.com and the PGRKAM Android application of the Punjab Government provides employment data to the prospective candidates.. Category: Miscellaneous. Subcategory: Software. Organization: Government of Punjab. Description: PGRKAM web application  www.pgrkam.com and the PGRKAM The Android application of the Punjab Government provides employment data to prospective candidates. It is required that the candidates should be able to receive job notifications while they are on the move or while they are using their camera phones. The job notifications received by the candidates should be corresponding to the geospatial coordinates of the candidates. The mandatory requirements are listed below 1. The application should accommodate the AR feature. As the candidate uses the smartphone camera i A notification would be received on the screen about the jobs or gig jobs or skill development initiatives or foreign counseling initiatives available in that area. ii The details should also be made available on the screen. iii A weblink should be available that navigates to the webpage where the candidate can successfully apply for the job or the gig. 2. The GPS feature should be integrated to generate an interface that enables the employers demand side to view the prospective registered candidates having desired skills for a specific job. This the information must be available in realtime based on the geographical coordinates of the candidate and employer. 3. The app should be able to push notifications to candidates smartphone about a job, skill development, or foreign counseling based on their geospatial coordinates. 4. The app should also be able to maintain candidates history and preferences to add a level of personalization for better recommendations. The app should employ Machine Learning ML, Data Science, Deep Learning, Augmented Reality AR, Global Positioning System GPS Expected Outcome User should be able to find jobs at any location and can even find jobs on his camera phone as and when he points the camera on a particular building location within a geographical area.
Title: Design of CYBERSECURITY ENABLED SMART CONTROLLER for gridconnected Microgrid. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of Power. Description: This aims to develop a cybersecurityenabled smart controller specifically designed for gridconnected microgrids. The smart controller will play a crucial role in ensuring the secure and efficient operation of the microgrid, protecting it from cyber threats and unauthorized access. Key Objectives Secure Communication Design a communication framework that employs robust encryption protocols to safeguard the data transmitted between the smart controller and various components within the microgrid. This framework should prevent unauthorized access, tampering, and eavesdropping. Intrusion Detection and Prevention Implement advanced intrusion detection and prevention mechanisms within the smart controller to identify and mitigate potential cyber attacks in realtime. Develop algorithms and techniques to detect anomalies, malicious activities, and vulnerabilities within the microgrid system. Access Control Create an access control mechanism for the smart controller that regulates user access based on roles and privileges. This mechanism should prevent unauthorized configuration changes and ensure only authorized personnel can modify or interact with the microgrid system. Cybersecurity Auditing Develop a logging and auditing system within the smart controller to track and monitor all activities and events related to the microgrids cybersecurity. This system should provide detailed logs, alerts, and reports to facilitate postincident analysis and forensic investigations. Security Patch Management Implement a mechanism within the smart controller to manage and deploy security patches and updates across the microgrid system. This will ensure that vulnerabilities are promptly addressed, reducing the risk of potential cyber attacks. Scalability and Compatibility Design the smart controller to be scalable, allowing it to accommodate the increasing complexity and size of gridconnected microgrids. Ensure compatibility with different microgrid components, protocols, and standards to facilitate seamless integration into existing infrastructure. Usability and User Interface Develop a userfriendly interface for the smart controller that enables efficient monitoring, configuration, and management of the microgrids cybersecurity settings. The interface should be intuitive and accessible to both cybersecurity experts and nontechnical users. This PS encouraged to explore innovative cybersecurity methodologies, including encryption algorithms, anomaly detection techniques, and secure communication protocols. The resulting smart controller will contribute significantly to the protection and reliable operation of gridconnected microgrids, ensuring the stability and security of the power distribution system in the face of evolving cyber threats.
Title: Language translator tool to convert English to Hindi official Language which can be used by all the government organizations websites officially.. Category: Smart Automation. Subcategory: Software. Organization: Ministry of power. Description: The objective is to develop a language translator tool specifically designed for government organizations in India. The tool should provide the capability to translate English content into Hindi, the official language of the country. This will enable government websites to cater to a wider audience, including Hindispeaking citizens who may have difficulty understanding English. The language translator tool should possess the following key features Translation Accuracy The tool should offer accurate translations, maintaining the context and meaning of the original English content. It should handle various language intricacies, idiomatic expressions, and technical terms commonly used in governmentrelated documents. UserFriendly Interface The tool should have a simple and intuitive interface, ensuring ease of use for both website administrators and endusers. It should seamlessly integrate into government websites, allowing users to translate content with minimal effort. Website Integration The language translator tool should be compatible with different website architectures and frameworks commonly used by government organizations. It should provide developers with an API or plugin that can be easily integrated into existing websites without significant code modifications. Language Preservation The tool should be designed to preserve the cultural and linguistic nuances of the Hindi language. It should take into account regional variations and dialects to ensure accurate translations that resonate with Hindispeaking citizens across the country. Security and Privacy As government organizations handle sensitive information, the language translator tool should adhere to high security and privacy standards. It should protect user data, prevent unauthorized access, and comply with relevant data protection regulations. Scalability The tool should be scalable to handle a large volume of translation requests, ensuring smooth performance even during peak usage periods. It should be capable of handling concurrent translations across multiple government websites. Participants in the hackathon are encouraged to explore innovative approaches, leveraging natural language processing NLP techniques, machine learning algorithms, and other relevant technologies to achieve accurate translations. The resulting language translator tool will contribute significantly to improving the accessibility and usability of government websites, facilitating effective communication between government organizations and Hindispeaking citizens.
Title: Automated Public Lighting. Category: Smart Automation. Subcategory: Hardware. Organization: Ministry of power. Description: public lighting in roads and public areas are lit even during daytime resulting in the wastage of precious energy. The conventional method being employed is manual switching on and off and in some places, there has been a shift towards timer control for the onoff of public lighting. However, this has not been very effective. System to be simulated by the participants Desired Outcome Smart public lighting systems, that are centrally controlled by IOT would facilitate dynamical adjustment of illumination and provide a record of the consumption. This would dramatically result in lower operating costs and would aid in low downtime of failed lighting systems as the defective locations can be identified.
Title: Monitoring through Al Based Remote Access Vehicle. Category: Smart Vehicles. Subcategory: Hardware. Organization: Ministry of power. Description: In Hydroelectric Projects HEPs, monitoring and upkeep of HRT Head Race Tunnels is a critical task for the proper operation and safety of the plant. For Inspection of the HRTS, the HRT needs to be flushed emptied  inspected which is a cumbersome process. In order to avoid interruption during the operation of the plant, services of a Remotely Operated Vehicle ROV for inspection of the HRT in submerged condition could be considered for deployment.
Title: AIenabled water well predictor. Category: Clean  Green Technology. Subcategory: Software. Organization: Ministry of Jal Shakti. Description: The webbased system is expected to help common users in making decisions regarding water well in a particular location. The system will be driven by NAQUIM data of CGWB like lithology, geophysical logs, water levels, water quality, aquifer maps, etc. On a userselected point the AIbased predictor should be able to provide the following information i. Whether the area is suitable for water well construction or not ii. At what depth waterbearing zones are expected to be encountered iii. What is the expected discharge of the well iv. what is the most suitable drilling technique in the area v. What is the expected quality of groundwater in the area and other relevant information There should be a userfriendly graphical user interface. Provisions should also be there to obtain the user feedback in a structured manner.
Title: A mobile app that crowd sources waterrelated problems from around a community, open sources data, etc. and display them on a map.. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Jal Shakti. Description: The use of social media data in disaster and crisis management is increasing rapidly. Particularly in connection to flooding events, water quality issues in pondslakes, urban flooding, and drainage problem, etc., georeferenced images shared by citizens can provide situational awareness to emergency responders, as well as assist with financial loss assessment, giving information that would otherwise be very hard to collect through conventional sensors or remote sensing products. Discussion about such events can also be found on various social media platforms. Further, recent advances in computer vision and deep learning can perhaps support the automated analysis of these data. In this problem, software algorithm to be developed focusing on groundlevel images taken by humans. Considering distinct datasets from different sources, the algorithm of the developed mobile app should be able to categorize waterrelated problems at different administrative. Further, the mobile app should serve as a valuable tool for the administrators for planning and managing waterrelated problems.