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amisha1106/README.md

Hi πŸ‘‹, I'm Amisha Padhy

πŸš€ Data Science | Machine Learning | AI Engineer | Data Analyst


🧠 About Me

πŸŽ“ B.Tech CSE @ GIET University (CGPA: 9.13)
πŸ€– Passionate about AI/ML, Data Science & Analytics
πŸ“Š Strong in Machine Learning, Deep Learning & Business Analytics
⚑ Data Science Intern @ NeoQ Pvt. Ltd.

πŸ’‘ I focus on:

  • End-to-End ML Pipelines
  • AI-powered Applications
  • Data-driven Business Insights
  • Real-time Intelligent Systems

πŸ’» LeetCode Profile

πŸ”— https://leetcode.com/u/padhyamisha11/

  • 🧠 Solving DSA & Problem-Solving challenges regularly

  • πŸ“ˆ Focused on:

    • Arrays & Strings
    • Binary Search
    • Dynamic Programming
    • Trees & Graphs
    • SQL Problems
  • ⚑ Practicing for:

    • Product-based companies
    • Coding interviews
    • Competitive programming


πŸ§ͺ Kaggle Profile

πŸ”— https://www.kaggle.com/amishapadhy11

  • πŸ… Dataset Creator
  • πŸ€– Notebook & Model Creator
  • 🐍 Python Developer
  • πŸ”₯ Active learner with real-world datasets

πŸ“Š Worked on:

  • Food-101
  • Plant Seedlings Classification
  • Antimicrobial Resistance
  • Medical Imaging Datasets
  • AI & Deep Learning Projects

πŸ’‘ Skilled in: EDA β€’ Feature Engineering β€’ Model Building β€’ Real-world Data Analysis


⚑ Tech Stack

πŸ‘©β€πŸ’» Languages

πŸ€– AI / ML

Machine Learning Deep Learning NLP
Computer Vision Time-Series Forecasting Transformers

πŸ“Š Data Analytics

Power BI Excel MySQL DAX ETL

πŸ“š Libraries & Frameworks

Scikit-learn Pandas NumPy OpenCV Matplotlib

🌐 Deployment & Tools

Streamlit GitHub VS Code Jupyter Notebook


πŸ’Ό Experience

πŸ”Ή Data Science Intern β€” NeoQ Pvt. Ltd.

πŸ“… Jan 2026 – Present

  • ⚑ Built time-series preprocessing pipelines β†’ 40% faster processing
  • πŸ€– Developed LSTM models achieving 92% prediction accuracy
  • πŸš€ Improved deployment efficiency by 25%
  • πŸ” Worked on real-time anomaly detection APIs

πŸ”Ή ML Engineer Intern β€” BabyCue Pvt. Ltd.

πŸ“… Sep 2025 – Dec 2025

  • 🧠 Developed Computer Vision pipelines using OpenCV + TensorFlow
  • πŸ“ˆ Improved model accuracy by 30%
  • βš™οΈ Automated processing of 1000+ images/day
  • ⏱️ Reduced manual effort by 60%

πŸš€ Featured Projects

πŸ“Š Sales Insights Dashboard (Power BI)

πŸ“Œ Business Problem: Declining sales & lack of actionable insights

πŸ“Š Built interactive dashboard for real-time business decision-making

πŸ’‘ Key Highlights:

  • Revenue: β‚Ή985M
  • Profit: β‚Ή24.7M
  • Identified top-performing markets & customers
  • Found high-margin region (Bhubaneswar)
  • Improved KPI tracking & strategic insights

πŸ› οΈ Tech Stack: Power BI MySQL DAX ETL

πŸ”— Repo: https://github.com/amisha1106/Sales-Insight-Dashboard-using-Power-BI


πŸ‘οΈ Eye Disease Classification

πŸ“ˆ Accuracy: 94%

🧠 Deep CNN Models:

  • EfficientNetB3
  • InceptionResNetV2

🌐 Flask-based deployment

πŸ› οΈ Tech Stack: TensorFlow OpenCV Flask

πŸ”— Repo: https://github.com/amisha1106/Eye-Disease-Classification


πŸ’° AI Agent for FinTech & Risk Management

πŸ“Š Fraud Detection + Financial Forecasting

πŸ’‘ Features:

  • LSTM Forecasting
  • XGBoost Risk Detection
  • Portfolio Optimization (Markowitz)
  • Real-time Financial Dashboard

πŸ› οΈ Tech Stack: Python Machine Learning Finance Analytics

πŸ”— Repo: https://github.com/amisha1106/AI-Agent-for-FinTech-and-Risk-Management


🩺 Gut Health Analyzer (AI + Computer Vision)

πŸ“Œ AI-powered system for tongue analysis & gut health assessment

πŸ’‘ Features:

  • Tongue Image Classification
  • Lifestyle & Symptom Analysis
  • Personalized Diet Suggestions
  • Risk-Level Prediction

πŸ› οΈ Tech Stack: TensorFlow EfficientNet Flask Computer Vision


πŸ† Achievements

πŸ₯‡ Smart India Hackathon 2024 β€” Finalist
πŸ₯‰ Water-Tech Hackathon β€” 3rd Place
πŸ… Active Contributor in AI/ML Projects & Hackathons


🎯 Leadership & Community

πŸ‘©β€πŸ’» ML Lead β€” Innotech Club
πŸ“Š Data Science Lead β€” GDG GIETU


πŸ“Š GitHub Stats


🧠 Currently Learning

  • Advanced Deep Learning
  • Generative AI & LLMs
  • MLOps & Deployment
  • Scalable AI Systems
  • Advanced DSA & System Design

🀝 Connect With Me


⚑ Fun Fact

I enjoy transforming messy real-world data into impactful AI & business solutions πŸš€

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