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Suyashkb/README.md

Hi there, I'm Suyash 👋

Typing SVG

B.Tech ECE (DTU, 2026)

I work on document image analysis and vision–language models, multimodal learning. I have personal interests in biomedical signal and image processing, financial analysis using machine learning .

Previously at HyperVerge, MIND Lab (IIT Delhi), IIT Jodhpur, and IIT Guwahati.

📄 Publications

VedOCR: A Dataset and Baseline for Sanskrit Manuscript OCRDALL Workshop @ ICDAR 2026, Vienna

MorphBG: Colour-Aware Binarization for Chromatically Stained ManuscriptsWork-in-Progress track, IEEE ICIP 2026, Tampere

Multimodal Assessment of Emotional Regulation: EEG–fNIRS Based Quality Analysis of Self-Compassion Narrative ProcessingPREMI 2025 (poster) — with E. Chopra, N. Dhiman, P. Sahni

🛠️ Tools

Python · PyTorch · TensorFlow · Hugging Face Transformers · OpenCV · scikit-learn · NumPy/Pandas · LaTeX · MATLAB

LinkedInKaggle

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  1. VedOCRVedOCRPublic

    Expert-annotated OCR dataset and fine-tuned TrOCR baseline for Vedic Sanskrit manuscripts. DALL Workshop @ ICDAR 2026.

    Jupyter Notebook 1

  2. VLM-distillationVLM-distillationPublic

    Distilling Florence-2 into a compact ~60M-param VQA student (feature-matching + attention transfer) — ~70% teacher-accuracy retention at 138x inference throughput with bf16 + torch.compile on H100.

    Python 1

  3. Hierarchical-Signal-Classification-using-Deep-LearningHierarchical-Signal-Classification-using-Deep-LearningPublic

    A hierarchical deep learning pipeline for automatic modulation classification of I/Q radio signals using CNN and CNN-LSTM architectures. Trained on 462,000 signals across 11 modulation types, achie…

    Jupyter Notebook 1

  4. Customer-Support-ChatbotCustomer-Support-ChatbotPublic

    This repo contains a fine-tuned version of DialoGPT (Conversational model of GPT-2) explicitly for customer support chatbots.

    Python 2

  5. Vmamba-explainerVmamba-explainerPublic

    Python

  6. AttentionMask-VLMAttentionMask-VLMPublic

    Tests and Experiments for a attention based masking method to improve the robustness of VLMs

    Jupyter Notebook