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aashwika25/README.md

Hey, I'm Aashwika Khurana!

AI x Strategy | Building Smart Solutions with Impact

👩‍💻 About Me

Hi there! I'm Aashwika — a curious mind deeply invested in AI, real-world problem-solving, and systems that scale. I enjoy leading tech initiatives, exploring user-first thinking, and turning complexity into clarity.

Currently diving into:

  • 💻 Applied AI systems and model deployment
  • 🧠 Multimodal deep learning for humanitarian applications
  • 🎯 Building towards solving real-world problems using AI
  • 🌍 Regional AI deployment for disaster response (Telangana, India)

⚙️ Tools I Navigate With

🧠 AI/ML & Data Science

📦 Deployment & Optimization

🌐 Web Technologies & APIs

📊 PM Tools & Design

🚀 Projects that reflect my journey

🌐 MMDRS — MultiModal Disaster Response System


End-to-end humanitarian AI platform fusing social media text and imagery via BERT + ResNet-50 dual-encoder fusion architecture. Four-head multi-task classifier predicting disaster type, severity, humanitarian impact and informativeness simultaneously. Features cost-sensitive Expected Operational Risk (EOR) scoring, semantic dissonance detection, and real-time geospatial dashboard. Deployed at Telangana scale with NGO partners. 82–85% accuracy, 276ms inference latency.

🌡️ Heart Disease Risk Prediction


Built an ML pipeline using Random Forest, Logistic Regression, and Gradient Boosting to predict heart disease risk — complete with accuracy comparisons & crisp data visuals.

🦺 PPE Detection using YOLOv5


Built a real-time safety system detecting helmets and vests in industrial environments. Vision meets vigilance.

🧠 IdeaBank


AI-first web app for capturing and refining ideas in real-time, powered by Firebase, Gemini API, and Google IDX. Designed for the future of ideation.

📺 Intel Unnati DL Streamer Project


Designed a smart video analytics pipeline using DL Streamer & OpenVINO on Intel's platform. Performance redefined.

📈 GitHub Vibes

GitHub Streak Top Langs

🧭 A Few Things That Define My Code & Curiosity

Motion Definition
🤔 Fast Follower I adapt & act quickly.
🌱 Growth Tracker I track metrics, not just code—performance matters.
💡 Hands-On Thinker I imagine end-to-end product use cases—not just ML.
🔬 Research-Driven I build systems grounded in published methodology, not just tutorials.

🔧 What I'm Building Next

  • 🌍 MMDRS regional expansion — Andhra Pradesh, Maharashtra, Karnataka
  • 🧠 Cross-modal attention heatmaps for explainable disaster AI
  • 📊 CI/CD pipelines for model deployment
  • 🤝 Low-code internal tools for idea management

🌐 Let's Connect & Collaborate!

Typing SVG

💻🎯✨🚀📊☕💡🐛🌠🌌✨🌙🌟🚀💫🛰️🔭🪐🎨🧵📸🧠💭✨🧩💡🖌️🗯️🐾☕💻🧣🧠✨📚🧁🌟🔭

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