RESEARCH PROWESS

ARCANA: THE PRIESTESS // KNOWLEDGE

RESEARCH
PROWESS

Peer-reviewed work across NLP, computer vision and applied analytics, first author on every Scholar-indexed paper. Next up: applied research in language systems.

  • LANGUAGE SYSTEMS
  • DEEP LEARNING
  • NLP
  • COMPUTER VISION
  • SOCIO-BEHAVIORAL STUDIES

ACTIVE INVESTIGATIONS

PRIMARY OBJECTIVE

Applied research in language systems

IN PROGRESS

Compression Systems

Optimization work

IN PROGRESS

Spatial Transcriptomics

Ongoing research

CASE FILES

Every paper, latest first. My name in each byline is highlighted like this.

  1. 01
    UNDER REVIEW VISION-LANGUAGE · 2026

    Sentiment-Controlled Image Caption Generation Using Modular Vision-Language Models

    SN Computer Science

    Multimodal transformer system that generates sentiment-aware captions across 15,500 food images, with sentiment tagging from 20,000+ Instagram posts.

  2. 02
    PUBLISHED DEEPFAKE DETECTION · 2026

    Implementation of a Unified Deep Learning Based Deepfake Detection Model to Mitigate Business Risk

    A. Deo, I. Butaney, N. Keni, P. Mayekar

    Artificial Intelligence-Driven Triple Helix Innovation (Springer)

    A unified deep-learning deepfake detector framed around business risk. Presented at the International Conference of Global Economic Revolution 2024.

  3. 03
    PUBLISHED LLM BIAS · 2025

    Unveiling Biases via Proactive Detection and Analysis of Racism in GPT-4o-mini

    A. Deo, A. Rao

    Springer conference proceedings

    Evaluation pipelines probing racial bias in GPT-4o-mini across domains, using structured prompts, statistical analysis and NLP metrics, cross-checked against a survey of training data.

  4. 04
    PUBLISHED OPTIMIZATION · 2024

    Implementation of a Deep Learning-Based ICT Model to Solve the Problem of Enroute Confirmation of Waitlisted Tickets in Indian Railways

    A. Deo, D. Raythatha, I. Butaney, K. Syed, P. Aggarwal, M. Parihar

    International Conference on Data Analytics & Management (Springer), pp. 325–336

    Deep-learning and ICT-based automated seat allocation for Indian Railways, improving transparency and curbing malpractice in ticket allotment.

    DOI: 10.1007/978-981-96-3352-4_23 ↗
  5. 05
    PUBLISHED ECONOMETRICS · 2024

    Empirical Analysis of Growth of the IT Sector in India and its Sustainability in the Future

    A. Deo, D. Raythatha, I. Butaney, K. Syed, P. Aggarwal, M. Parihar

    Springer book chapter

    Regression analysis of India's IT software sector: its global impact, growth challenges and long-term sustainability.

    DOI: 10.1007/978-3-031-56586-1_27 ↗
  6. 06
    PRESENTED SENTIMENT ANALYTICS · 2023

    Examining McDonald's Operational Strategies: An Integrated Application of Regression and Social Media Sentiment Analysis

    PAN IIM 2023

    Combined business metrics with social-media sentiment analysis to evaluate operational strategy and customer loyalty.

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