PPE Object Detection System
Developed a deep learning–based PPE object detection system to automatically identify safety equipment (Helmet, Vest, Gloves, Boots) in industrial environments.
Fine-tuned a pretrained YOLOv8 model using transfer learning on a custom Roboflow dataset and trained it on Google Colab.
Evaluated model performance using IoU-based metrics: Precision (89%), Recall (89%), mAP@50 (91%).
Built an AI-powered web app using Gradio and OpenCV for real-time camera-based compliance detection.
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Source Code
Fission AI (Multimodal Generative AI System)
Built a platform supporting text-to-image, text-to-video, text-to-text, and deep-research functionalities.
Integrated Stable Diffusion, BLIP, and gTTS for narrated video creation from generated images.
Implemented Local LLMs (Gemma via Ollama) for privacy-preserving text generation.
Designed an intelligent research agent using DuckDuckGo API and generated reports via Streamlit frontend.
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Visio AI (ML & Data Science Platform)
Developed an end-to-end ML platform enabling automated data cleaning, EDA, and visualization.
Implemented training pipelines for regression, classification, and clustering with intelligent suggestions.
Enabled model export functionality and integrated OpenRouter API for visual LLMs to find hidden image patterns.
Built a no-code interface using Streamlit for non-technical users.
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Source Code
Gita-Py – Python NLP Utility Library
Published a lightweight Python library to access Bhagavad Gita summaries, verses, and quotes programmatically.
Designed clean utility functions and packaged the library via PyPI (pip install gita-py).
Demonstrated proficiency in API design, open-source distribution, and NLP structural formatting.
GitHub PyPI
NGIBS (Next Gen Intelligent Browsing System)
Software focused on private offline search with Quick Search (Local LLM), Live Search (Agentic System via Langchain), and Context-Aware Chat.
Tech Stack: Pywebview, HTML/CSS/JS, Python, LangChain, Ollama, DuckDuckGo API, Wikipedia module.
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Turing AI OS (Pending)
Built on top of KDE Neon featuring an AI Sidebar, Mini AI Spotlight, Right-Click file analysis, and AI Terminal.
Includes an AI Control Panel to manage LLMs/memory and 'Turing Hub' for utility applications.
Packaged into a custom ISO using Cubic.
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Dev Link
A productivity software suite designed for developers and end-users.
Developed leveraging Python and Pywebview for native desktop integration.
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PDF LabSync
Paid software for photo color labs that auto-creates PDFs for photo albums using inbuilt templates.
Built securely and efficiently using C++, Libharu, GUI, and QT framework.
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NLP Intelligent Lab
Interactive Python-powered NLP playground for learning and experimenting.
Visualizes natural language processing concepts from basic tokenization to advanced deep learning understanding.
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