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nxndikhx/README.md

nandikha banner

hi, i'm nandikha ♡

✨ AI engineer • data scientist • feminist technologist ✨

🎓 B.Tech in Computer Science & Engineering — SRMIST, Chennai

🔭 building AI systems that mix intelligence, intention & aesthetics

🌱 currently exploring: quantum ML, optimization algorithms & emotional resilience


💻 what i do

  • 🧠 Build AI-powered, real-world systems — smart infrastructure, ML pipelines & semantic chatbots
  • 📷 Work with computer vision (YOLO + OCR) for detection, recognition & automation
  • ⚛️ Explore quantum & quantum-inspired ML for optimization and decision-making
  • 📊 Love data-driven storytelling, especially where tech meets society & culture
  • 🎨 Believe good tech should be useful, ethical, and aesthetically thoughtful

🚧 flagship projects

🚗 Parkour — Smart Parking System

  • Quantum ML–based smart parking solution
  • YOLOv11v2 + OCR for license plate detection
  • Quantum Reinforcement Learning for optimized slot allocation
  • 📈 97.7% accuracy | 15%+ improvement in space utilization
  • 📄 Work filed as a patent (2025)

🧠 Smartalk

  • AI-powered customer support platform using RAG architecture
  • Semantic retrieval with vector databases (Milvus, Pinecone)
  • HNSW indexing + cosine similarity for fast, relevant responses

🧬 Data-Driven IVF Success Predictor

  • Machine learning system to predict IVF cycle success probability
  • Used patient-specific biomarkers (AMH, BMI, age, hormonal indicators)
  • Reinforcement Learning (PPO) to optimize treatment pathways
  • Simulated adaptive treatment strategies across patient cohorts
  • 🎯 Improved prediction accuracy over baseline ML models
  • 🌸 Built with a strong focus on ethical AI & healthcare impact

🛠 tech stack

languages

Python C C++ SQL

AI / ML

PyTorch TensorFlow Keras Scikit-learn YOLO OpenCV EasyOCR Reinforcement Learning Quantum ML

data & systems

Pandas NumPy PostgreSQL MySQL Milvus Pinecone RAG Semantic Search

tools

Git GitHub Docker Linux Grafana Fluentd Prometheus VSCode


🌸 let's connect


"What if I'm not just a software engineer/ data analyst, but also a storyteller, an aesthete, a dreamer designing futures?"

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  1. Data-Driven-Optimization-of-IVF-Treatment-Protocols-A-Machine-Learning-Approach Data-Driven-Optimization-of-IVF-Treatment-Protocols-A-Machine-Learning-Approach Public

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  2. Financial-Management-System Financial-Management-System Public

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  3. Football-Data-Analysis-Capstone-Project Football-Data-Analysis-Capstone-Project Public

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  4. nxndikhx nxndikhx Public

    Config files for my GitHub profile.

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  5. sample-log-data-analysis sample-log-data-analysis Public

    Jupyter Notebook

  6. parkour parkour Public

    Python