
Electric Safe is a fully on-device Android application that guides industrial electricians through the Lockout/Tagout (LOTO) safety procedure using a Vision-Language Model (VLM) running on the Qualcomm Hexagon NPU via ExecuTorch and QNN. How it works β 5-screen state machine: Start β Dark industrial UI with a single "Start Session" button and a model selector (SmolVLM 500M / InternVL3 1B). Add Documents β Import equipment manuals via the SAF PDF picker or use the bundled PowerFlex 753 VFD manual. PDFs are processed on-device using PDFBox with regex-based fault code extraction. Live AI Session β Push-to-talk speech input (offline, EXTRA_PREFER_OFFLINE) and on-device TTS. Upload a photo of the VFD fault display; the VLM reads the fault code (e.g. F071 OC1) and matches it to the manual's meaning. A live NPU: X ms latency readout shows real inference time. Guided LOTO β Four camera-gated verification steps: Breaker B-201 OFF, Breaker B-205 OFF, Lock & Tag applied, MCC Cabinet open. Each step requires the VLM to verify the correct breaker identity and state (OFF/ON) with a minimum 0.70 confidence threshold. Identity mismatches trigger a red "WORK BLOCKED" card with expected vs detected values. Permit β Generates a timestamped LOTO evidence PDF on-device using android.graphics.pdf.PdfDocument, embeds captured photos, and allows sharing via FileProvider. Architecture: Single-activity MVVM with state-machine navigation (no NavController). The CaptureDetectionSource interface abstracts detection β mock mode (clickable demo) and real VLM inference drive the exact same code path. Model files are side-loaded via adb push to external storage (industrial MDM pattern), falling back to bundled assets. Privacy: No INTERNET permission declared. Camera capture, VLM inference, PDF generation, speech recognition, and TTS all run locally on the Snapdragon Galaxy S25 Ultra. Nothing leaves the device.
28 Jun 2026

Agentic Audit is a proactive, multi-agent compliance monitoring system designed for enterprise organizations. Instead of relying on manual searches or reactive LLM prompts, our platform utilizes an asynchronous Python backend to continuously monitor highly regulated portals, such as the SEC or EU data privacy boards. By leveraging Bright Data's Web Unlocker and Scraping Browser, our system successfully bypasses the geo-blocks and heavy JavaScript barriers that typically block standard bots, allowing us to reliably capture raw regulatory text and timestamped screenshot evidence. Once our monitoring engine detects a change via SHA-256 hash comparisons, it triggers a multi-agent AI swarm. These agents analyze the text diffs, strip away the legal jargon, and map the updated regulations directly against internal company controls. The final output is delivered to a React dashboard where compliance officers can view a side-by-side comparison of the AI's risk assessment and the verified Bright Data screenshot. The system goes beyond basic summarization by providing actionable, auto-generated engineering tickets for immediate remediation, turning raw web data into operational enterprise security.
31 May 2026

Navi is a cutting-edge, AI-powered learning tool that is designed to adapt to your unique needs and learning style. Whether you're a student looking to improve your grades, a professional looking to develop new skills, or simply someone who wants to learn something new, Navi can help you achieve your goals. With access to a vast library of indexed Truth Data stored in Vector Datastore and powered by OpenAI's GPTurbo API, Navi offers a one-of-a-kind personalized learning experience. This means that the more you use Navi, the more it learns about your individual needs and preferences, and the better it can adapt to your unique learning style. This not only makes learning more engaging and effective but also helps to build your confidence and self-esteem. One of the great things about Navi is its flexibility. Whether you prefer to learn on the go or in the comfort of your own home, Navi can be accessed from anywhere, at any time. This means that you can fit your learning around your busy schedule and never miss a beat. With Navi, learning has never been more convenient or accessible. Overall, Navi is a revolutionary learning tool that offers a one-of-a-kind personalized learning experience. Whether you're a student, professional, or lifelong learner, Navi can help you achieve your goals and reach your full potential. Can you input this text instead
4 Mar 2023