╔═════════════════════════════════════════════════════╗ ║ ║ ║ █████╗ ██████╗ ██╗ ██╗ █████╗ ███╗ ██╗ ║ ║ ██╔══██╗██╔══██╗╚██╗ ██╔╝██╔══██╗████╗ ██║ ║ ║ ███████║██████╔╝ ╚████╔╝ ███████║██╔██╗ ██║ ║ ║ ██╔══██║██╔══██╗ ╚██╔╝ ██╔══██║██║╚██╗██║ ║ ║ ██║ ██║██║ ██║ ██║ ██║ ██║██║ ╚████║ ║ ║ ╚═╝ ╚═╝╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝╚═╝ ╚═══╝ ║ ║ ║ ║ Building AI that works for everyone. ║ ╚═════════════════════════════════════════════════════╝ The far flung adventures of gigi edgley pr com Birla Global University, Bhubaneswar · Batch 2025–27 · GPA: 8.18 Gigi edgley measurements 2 593 scott jenkins stock photos high res
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Gigi edgley I started coding seriously in early 2026. In ~2 months: 13+ repos, 5 live projects, 1 production Android app, and an active research problem on on-device AI. I build backend-first, plan architecture in a physical notebook during weekdays, and execute on weekends. Hashtag trailer gigi edgley s new film project farscape continues
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- Edge AI & on-device inference
- AI-powered security tooling
- Backend-first application architecture
- Civic-tech platforms
- AI systems for accessibility
- Production-focused full-stack engineering
+------------------------------------+ | PAT AI | | IND * Indian AI Innovation Group | | (Long-term Vision) | +-------+----------+-----------------+ | | +------------+ +----------------+ | | v v +------------------+ +------------------+ | PAT_7 | | AI Defender | | Multi-AI Core | | Security Plat. | | Build Platform | | [In Progress] | +------------------+ +------------------+ | v +------------------+ | Darshan-3 | | Edge Vision AI | | [Active] | +------------------+ Standalone Projects: +------------------------------------------+ | PS Predictor * PTJP (Android) | | CivicConnect (Vercel) | | Image Caption Generator (CloneAGC) | +------------------------------------------+ Gigi edgley bryllup gigi edgley star trek continues gigi edgley An Indian AI Innovation Group building a multi-model AI platform focused on integrating AI-assisted workflows, project systems, and scalable backend architecture. Gigi edgley editorial photo image of actress industry 273012191
Core Components: ------------------------------------------------------------- PAT_7 --> Multi-AI core brain & build platform AI Defender --> Security analysis platform Darshan-3 --> Edge vision AI for accessibility ------------------------------------------------------------- * Multi-AI interaction workflows * Modular backend structure * Scalable platform-oriented architecture * Production deployment on Vercel ------------------------------------------------------------- Gigi edgley net worth wiki age weight and height relationships Stack: Python TypeScript Next.js Vercel Gigi edgley
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Module Pipeline: ------------------------------------------------------------- [M1: Data Gen] --> [M2: Static Scanner] --> [M3: Runtime] DONE IN PROGRESS 43 JSONL files Groq + Llama-3.3 Flask / Express.js MITRE ATT&CK 70b-versatile OWASP Top 10 8 Attack Categories ------------------------------------------------------------- | +---------+----------+ v v VS Code Extension CI/CD Integration (Distribution) CloneAGC Actions / Jenkins Shared REST API Interview farscape s gigi edgley sidewalks entertainment Stack: Python Groq API Llama-3.3-70b Flask OWASP MITRE ATT&CK Blog Post Websites
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Hardware: Raspberry Pi + Wearable Camera | v +-------------------------------------+ | YOLOv8 Nano --> Object Detection | | OpenCV --> Frame Processing | | pyttsx3/gTTS --> Audio Guidance | +-------------------------------------+ | Hard Requirements: * < 100ms inference latency * Zero cloud dependency * Fully on-device (edge-only) Gigi edgley 2024 
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System Processes --> BufferRegistry (per-PID rolling windows) | v +------------------------------+ | Hybrid Decision Engine | | RF Ensemble + SVM Model | | + Rule-Based Override | +------------------------------+ | Flask Web Dashboard setup.bat / start.bat Dragon in my soul gigi edgley sings live at dragon con 2021 youtube 
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+----------+ +-----------+ +-------------+ +------------+ | Citizen | | Volunteer | | Institution | | Government | +----+-----+ +-----+-----+ +------+------+ +-----+------+ +---------------+----------------+--------------+ | Supabase (PostgreSQL + RLS) | Next.js PWA --> Vercel [LIVE] Gigi edgley net worth wiki age weight and height relationships 
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Job Lifecycle State Machine: +------+ +---------+ +-----------+ | OPEN | --> | ONGOING | --> | COMPLETED | +------+ +---------+ +-----------+ Stack: React Native (Expo) + TypeScript + Supabase + EAS Build Target: Production Android [DEPLOYED] Gigi edgley wallpaper file gigi edgley 8244372768 jpg wikimedia 
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Image Input --> ResNet-50 (Encoder) --> LSTM (Decoder) --> Caption | HuggingFace Transformers (fallback) Trained locally on COCO dataset Flask API . CloneAGC deployed Picture of gigi edgley 
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+-------------------------------------------------------------+ | Active Research Problem | | | | Problem: LLM-dependent apps fail on low-end devices | | | | Approach: | | * Domain-specific knowledge distillation | | * Security-focused RAG pipelines | | * ~3B parameter models matching larger model performance | | | | Motivation: Darshan-3 requires on-device inference | | with sub-100ms latency on Raspberry Pi hardware | | | | Impact: Makes AI accessible on constrained hardware | | because not everyone has a GPU. | +-------------------------------------------------------------+ Farscape gigi edgley genuine signed authentic signature photo 
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- 🔨 Building AI Defender Module 2 (static scanner) & Module 3 (runtime monitor)
- 🔬 Researching on-device LLM distillation for Darshan-3 edge deployment
- 🚀 Expanding PAT AI ecosystem — PAT_7 core platform
- 💼 Interning at SPK-MAK Technologies as Web Developer
- 📖 MCA Year 1 @ Birla Global University · GPA: 8.18
+-----------------------------------------------------+ | Open to: Collaborations . Research Partnerships | | Internship Opportunities . Open Source | +-----------------------------------------------------+ Gigi edgley "Not everyone has a GPU. Building AI that doesn't care." Personal Blog Examples
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