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mitalikapil/README.md

Hi there, I'm Mitali Kapil 👋

Data Analytics | Data Science | Machine Learning | Generative AI

MCA graduate with hands-on experience in data analysis, data cleaning, exploratory data analysis (EDA), business intelligence, dashboard development, and AI-powered applications. I enjoy transforming raw data into actionable business insights and building practical solutions using Python, SQL, machine learning, and modern web technologies.

  • 🔭 Working on data analytics, AI applications, and business intelligence projects.
  • 📊 Interested in data-driven decision-making, KPI analysis, and interactive dashboards.
  • 🤖 Exploring machine learning, NLP, large language models (LLMs), and Generative AI.
  • 💻 Building end-to-end applications using Python, FastAPI, React, and SQL.
  • 🎯 Career interests: Data Analyst, Business Analyst, Data Science Analyst, and AI-driven analytics roles.
  • 📫 Connect with me on LinkedIn.

💻 Technical Stack & Expertise

Programming: Python, SQL, Java, JavaScript, TypeScript

Data Analytics & BI: Pandas, NumPy, Exploratory Data Analysis, Data Cleaning, Data Validation, Statistical Analysis, Tableau, Power BI, KPI Reporting

Machine Learning & AI: Scikit-learn, PyTorch, NLP, Hugging Face Transformers, Sentence Transformers, Generative AI, LLM APIs, Semantic Similarity

Backend & APIs: FastAPI, REST APIs, Node.js, Express.js

Frontend: React, HTML5, CSS3, Tailwind CSS

Databases: MySQL, PostgreSQL

Cloud & Developer Tools: AWS, Google Cloud, Oracle Cloud, Git, GitHub, Docker


🚀 Featured Projects

📊 Market Basket Analysis & Food Recommendation Dashboard

Python · Pandas · FP-Growth · Association Rule Mining · FastAPI · React · TypeScript

  • Analyzed approximately 1 million transaction records to discover product purchasing patterns.
  • Processed 171,000+ baskets across 46 products and generated 94 association rules.
  • Explored product relationships using support, confidence, and lift to identify cross-selling and product-bundling opportunities.
  • Built an analytical dashboard and API-driven workflows for exploring association rules.
  • Integrated a conversational AI experience for natural-language exploration of business insights.

📈 Sales Analytics Dashboard

Python · SQL · Data Cleaning · Exploratory Data Analysis · Tableau

  • Cleaned and transformed retail sales data to support reliable analysis.
  • Examined sales trends, product performance, and regional business metrics.
  • Developed an interactive Tableau dashboard to communicate KPIs and sales patterns.
  • Used data-driven findings to identify potential areas for business growth and performance improvement.

🤖 AI ResumeRanker

Python · FastAPI · React · Hugging Face · Sentence Transformers · NLP

  • Developed an AI-powered application for comparing resumes with job descriptions.
  • Used NLP and semantic similarity to evaluate candidate-profile relevance.
  • Built a FastAPI backend and React interface for document submission and results.
  • Focused on making unstructured resume information easier to analyze and compare.

🔎 OCR & Document Search Application

Python · OpenCV · Tesseract OCR · Streamlit

  • Built a document-processing application for extracting text from scanned documents and images.
  • Supported Hindi and English OCR workflows.
  • Used image processing to prepare documents for text recognition.
  • Provided an interface for uploading documents and exploring extracted text.

💼 Professional Experience

Data Science Intern | Intensity Global Pvt. Ltd.

  • Worked on data cleaning, validation, transformation, exploratory analysis, and visualization.
  • Used Python and Pandas to prepare datasets and support analytical reporting.
  • Contributed to dashboards and business reporting using Tableau and Power BI.
  • Supported frontend features for data-driven applications.

Software Engineer Intern | BPAAS Solutions Pvt. Ltd.

  • Developed frontend components using React, TypeScript, and Tailwind CSS.
  • Integrated REST APIs and contributed to responsive application interfaces.
  • Supported debugging, testing, and frontend-backend integration.

🎓 Education

Master of Computer Applications (MCA)
Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM)
Guru Gobind Singh Indraprastha University (GGSIPU)

Bachelor of Computer Applications (BCA)
Maharaja Surajmal Institute, GGSIPU


🏅 Certifications & Achievements

  • Oracle Cloud Infrastructure 2023 AI Certified Foundations Associate
  • Google Cloud Study Jams
  • GirlScript Summer of Code (GSSoC) Extended Edition 2024 — Campus Ambassador

🔥 GitHub Activity

I contribute, build projects, experiment with new technologies, and continuously strengthen my technical and analytical skills. Explore my repositories to see these technologies in action.

Mitali's GitHub Stats

Top Languages


🎖️ Holopin Badges

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🤝 Let's Connect

LinkedIn GitHub

Turning data into insights and ideas into practical solutions. ✨

Pinned Loading

  1. TaskFlow TaskFlow Public

    A pern stack project which is inspired from trello

    JavaScript

  2. recode-website recode-website Public

    Forked from recodehive/recode-website

    recodehive helps you to learn and master the skills on data, and encourage you to code on opensource.

    TypeScript 1

  3. ImageFind ImageFind Public

    JavaScript