BTech Projects: Recent submissions

  • VertexVQA4k: enhancing large language model proficiency: advanced datasets for solving complex geometric problems 
    Popat, Harsh Parimal; Mital, Harshil; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2024-11-27)
    Over the course of the semester we worked on VertexVQA4k, a comprehensive multimodal dataset designed for secondary-level geometry education, drawing from Indian curricula. The dataset, containing approximately 4,000 ...
  • Artificial intelligence in predicting diseases from food consumption 
    Pal, Harsh Kumar; Shah, Samar Vinod; Shankhwar, Kalpana (Advisor) (IIIT-Delhi, 2024-11-27)
    The increasing prevalence of dietary-related health issues has necessitated the development of tools to analyze food consumption and its impact on health. This project explores the potential of artificial intelligence (AI) ...
  • Assessing large language models for data standardization in healthcare data interoperability 
    Bindlish, Aditya; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2024-11-25)
    A large amount of public data is being generated, but the lack of standard formats and field names makes it hard to combine and use data efficiently. This lack of standardization limits the ability to analyze and apply ...
  • Analysis of the impacts of MGNREGA using spatial data analysis 
    Arora, Utkarsh; Arora, Gaurav (Advisor) (IIIT-Delhi, 2023-12-12)
    In response to the escalating global demand for secure access to freshwater resources, governments worldwide have implemented technology-driven initiatives for water resource development. This research focuses on a pivotal ...
  • Grief unveiled: insights into the emotional terrain of college life 
    Mittal, Shefali; Prince, Deepak (Advisor) (IIIT-Delhi, 2024-04-29)
    This project investigates the intersection of grief, academic performance, and coping mechanisms among college students. Through thorough research of scholarly papers and influential books, it reveals the complexity of ...
  • Test case design generation from SRS using LLMs 
    Bhatia, Shreya; Gandhi, Tarushi; Jalote, Pankaj (Advisor) (IIIT-Delhi, 2024-04-29)
    System testing is a crucial phase in software development, ensuring that the final product meets specified requirements and functions correctly. However, creating comprehensive test cases for system testing can be challenging ...
  • Collaborative and cross-modal distillation for large language models 
    Dixit, Shantanu; Akhtar, Md Shad (Advisor) (IIIT-Delhi, 2023-11-29)
    Knowledge distillation is a technique that involves transferring knowledge from a larger teacher model to a smaller student model. The latest developments in meta-learning-based knowledge distillation emphasize the ...
  • Graph structure learning based DL model for ECG anomaly prediction 
    Oberoi, Rupin; Gupta, Anubha (Advisor) (IIIT-Delhi, 2024-04-29)
    Electrocardiography (ECG) is widely used in cardiography as a non-invasive diagnostic tool for providing a graphical representation of the electrical activity in the heart over a duration of time. It captures the electrical ...
  • Understanding COVID-19 genomic sequences through the lens of strainformer, a transformer model 
    Chilkoti, Mansi; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2024-04-26)
    This project aims to unravel the complex genomic dynamics of COVID-19, which are critical for understanding its virulence and developing targeted therapeutic interventions. Our approachfocuses on meticulously analyzing the ...
  • Enhancing counter speech models: exploring intent and implication factors 
    Saini, Manav; Akhtar, Md Shad (Advisor) (IIIT-Delhi, 2024-04-30)
    This project report investigates the underlying factors contributing to hate speech through an in-depth literature analysis of psychological studies. It identifies intent and implication as critical aspects shaping hate ...
  • Autonomous indoor mobility with augmented physical testbed 
    Vhavle, Vishwesh; Sharma, Jatin; Kaul, Sanjit K. (Advisor); Anand, Saket (Advisor) (IIIT-Delhi, 2024-05-13)
    In this project, we introduce a physical testbed that enables the integration of virtual scenarios, which allows us to develop and evaluate algorithms for localization, perception, and pathplanning in a safe and efficient ...
  • Multi-modal fusion transformer for understanding digital advertisements 
    Khurana, Varun; Shah, Rajiv Ratn (Advisor) (III-Delhi, 2023-05-10)
    In today’s world, digital-born media, especially advertisements, have a substantial influence on our daily lives, from persuading us to buy particular brands to creating awareness about a social or environmental cause. ...
  • Knowledge-augmented emotion detection in code-mixed mental health counseling conversations 
    Tiwari, Anusha; Kushagra; Akhtar, Md. Shad (Advisor) (IIIT-Delhi, 2024-04-26)
    This B.Tech project endeavors to advance mental health counseling through technology by introducing the IndieMH dataset, a curated collection of code-mixed Hindi-English counseling dialogues annotated with emotion labels ...
  • Delhi v/s Beijing: pollution comparison 
    Narayan, Anupam; Pandey, Ashish Kumar (Advisor) (IIIT-Delhi, 2024-05-12)
    This Report investigates the complex dynamics of air pollution in two megacities, Delhi and Beijing, and presents a comparative analysis of their pollution mitigation strategies and outcomes. After acquiring and preprocessing ...
  • Extended reality sand table: a novel approach to world building in war games 
    Tiwari, Ambuj Bhaskar; Sharma, Deep; Tripathi, Devansh; Srivastava, Anmol (Advisor) (IIIT-Delhi, 2024-04-29)
    This paper presents an innovative approach aimed at seamlessly integrating physical and digital environments via World Building techniques employing a sand table, specifically designed for wargaming applications. By ...
  • Bridging congestion state in TCP and QUIC 
    Ambooken, Alvin Joseph; Maity, Mukulika (Advisor) (IIIT-Delhi, 2023-04-29)
    Serverless computing has emerged as a transformative field in the cloud computing world. The high energy and cost savings associated with serverless are leading to its increased prevalence.However, network communications ...
  • Voiceshield: innovative defence system against audio spoof attacks 
    Venaik, Utkarsh; Ahuja, Aditya; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2024-04-25)
    With the rise in the potential of artificial intelligence, there now is an increased risk of im-personation and deep fakes; one possibility of impersonation lies within audio, which we call“spoofing attacks”, wherein voices ...
  • Effective conversations via large language models 
    Rana, Abhit; Grover, Anuj (Advisor) (IIIT-Delhi, 2024-04-29)
    Interpersonal skills, or social skills, encompass individuals’ behaviors and abilities to engage and communicate successfully with others. These contain effective communication, attentive listening, understanding others, ...
  • Joint mapping and planning in multi robot systems 
    Yadav, Abhay Singh; Kaul, Sanjit Krishnan (Advisor); Anand, Saket (Advisor); Bhattacharya, Arani (Advisor) (IIIT-Delhi, 2024-04-28)
    The field of Multi Agent Reinforcement Learning The field of Multi Agent RL can model and address compplex interactions among multi-decision makers in a shared environment. There is however, a need of efficient coordination ...
  • ICU Embedding (AI in Healthcare) 
    Aziz, Abdul; Zaid, Mohd; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2024-04-29)
    Intensive Care Units (ICUs) house vast repositories of patient data, particularly vital signs recorded as time series data, offering invaluable insights into patient health dynamics. However, the sheer volume and complexity ...

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