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The lotus will bloom again.
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The lotus will bloom again.
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Achievement: Pull SharkAchievement: YOLO

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Achievement: Pull SharkAchievement: YOLO

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VisionExpo/README.md
  AI Research

Hi, I'm Vishal Gorule

AI Systems Engineer | Agentic AI & Multimodal Intelligence | Edge Vision & Financial ML

I design and deploy AI systems that bridge research and production — from OpticalRAG-powered enterprise intelligence to agentic decision systems and real-time Edge Vision.

    Resume      LinkedIn      Email      Medium      Instagram 

Research Interests & Focus

  • Agentic & Enterprise AI Systems: OpticalRAG, multimodal retrieval, long-context reasoning, and evaluation-driven design.
  • Efficient Computer Vision: YOLO optimization, quantization (INT8), pruning, and real-time inference on edge devices.
  • Financial Machine Learning: Time-series modeling, multimodal signals, and agentic workflows for decision intelligence.

Current Focus & Flagship Systems

  • SamvidAI (Flagship): Enterprise-grade contract intelligence platform using OpticalRAG for clause extraction, legal risk scoring, and explainable document reasoning.
  • Pragya-OS: Research-oriented agentic AI operating system enabling planning, memory, and reflection for long-horizon reasoning tasks.
  • Animark-AI: Multimodal generative pipeline for anime & 3D advertisement creation using prompt orchestration and visual synthesis.

Applied & Experimental Systems

  • Intervux-AI: Agent-based interview preparation and evaluation system with adaptive questioning and rubric-driven feedback.
  • ArthaQuant: Quantitative market intelligence and decision-support system focused on backtesting and risk-aware analytics.
  • Traffyx-AI: Traffic forecasting and urban mobility intelligence system using spatiotemporal ML models.

The Research Lab (My Stack)

Core Research & Modeling

  python  pytorch  tensorflow  scikit_learn  opencv  pandas  seaborn

MLOps, Deployment & Tools

  docker  aws  gcp  linux  git  mongodb  mysql

Technical Writing & Research Notes

I write about Deep Learning, Neural Networks and AI optimization techniques. Check out my latest articles on Medium:

GitHub Analytics

GitHub Streak

  Profile Views

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  1. SamvidAI SamvidAI Public

    SamvidAI — Enterprise Contract Intelligence powered by OpticalRAG Multimodal document understanding system for clause extraction, legal risk scoring, and explainable contract analysis using layout-…

    Python 1

  2. Pragya-OS Pragya-OS Public

    Pragya-OS — Agentic AI Operating System for Planning, Reasoning & Learning Research-oriented multi-agent framework enabling task decomposition, memory, reflection loops, and long-horizon reasoning …

    1

  3. Animark-AI Animark-AI Public

    Animark-AI — Multimodal Generative AI for Anime & 3D Advertisement Creation End-to-end GenAI pipeline for concept-to-video ad generation using prompt orchestration, visual synthesis, and automated …

    1

  4. intervux-ai intervux-ai Public

    Intervux-AI — AI-Driven Interview Preparation & Skill Evaluation System Agent-based interview simulator for adaptive questioning, rubric-based evaluation, and personalized feedback loops.

    Python 1

  5. ArthaQuant ArthaQuant Public

    ArthaQuant — Quantitative Market Intelligence & Decision Support System Architecture-focused trading and analytics platform emphasizing backtesting, risk constraints, and data-driven decision evalu…

    HTML 1

  6. traffyx-ai traffyx-ai Public

    Traffyx-AI — Traffic Forecasting & Urban Mobility Intelligence System Applied machine learning system for traffic prediction, congestion analysis, and real-world spatiotemporal data modeling.

    1