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gshyamv/ReadMe.md

🌌 Hey, I'm Ghanashyam Vinod 🌌

AI Developer · Backend Engineer · Cloud Enthusiast

Typing SVG

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💻 My Tech Arsenal

Languages AI & ML Backend & Web Cloud & DevOps Databases
Python Java C++ JavaScript PyTorch LangChain OpenCV NumPy Spring Boot FastAPI Node.js Express.js AWS Docker Kubernetes Apache Spark PostgreSQL MongoDB Redis Neo4j

🚀 Projects

  • BillDesk — An agentic invoice ingestion & audit pipeline built with a LangGraph cyclic state machine, IBM Docling VLM, and vLLM for intelligent document classification, with pgvector semantic search for duplicate detection and a React analytics dashboard.

  • Multilingual VAD-Guided Speech Emotion Recognition — A multimodal SER framework fusing audio and text via a VAD-guided cross-attention mechanism, integrating emotion2vec, mBERT, and Adaptive Modality Gating — evaluated across 5 multilingual datasets.

  • FPGA MobileNet for Solar Cell Defect Classification — Hardware-software co-design of MobileNet on ZYNQ-ZCU104 using Vitis HLS for edge AI inference. Published in the ASME JCISE Journal.

🌐 Let's Connect

✨ "What we observe is not nature itself, but nature exposed to our method of questioning - Werner Heisenberg"

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  1. MobileNet-FPGA MobileNet-FPGA Public

    FPGA-based MobileNet accelerator for real-time solar PV defect classification on Zynq ZCU104 using reusable HLS IPs

    Jupyter Notebook 3

  2. Multilingual-VAD-Guided-SER Multilingual-VAD-Guided-SER Public

    A Multilingual Multimodal Speech Emotion Recognition (SER) system leveraging VAD-guided attention to fuse audio (emotion2vec) and text (mBERT) features for robust cross-lingual performance

    Python 4 2

  3. BillDesk BillDesk Public

    Multi-agent invoice processing pipeline with self-correcting extraction, financial auditing, semantic search & a React dashboard — powered by LangGraph, vLLM, Docling, and pgvector

    Python 1

  4. Automated-Traffic-Monitoring-System Automated-Traffic-Monitoring-System Public

    An end-to-end AI-powered Traffic Monitoring and Management System that automates vehicle detection, tracking, number plate recognition, traffic violation detection, and real-time analytics.

    Python 1

  5. Skin-Lesion-Classification Skin-Lesion-Classification Public

    Jupyter Notebook 3

  6. gshyamv gshyamv Public

    Config files for my GitHub profile.