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ManaliRathod9/README.md

Hi, I'm Manali Rathod πŸ‘‹

Master's in Computer Science | AI/ML, Agentic AI, Data, and Full-Stack Applications

I’m not trying to build projects just to add another tech stack to my profile. I like building tools that start from a real problem, messy data, confusing workflows, repeated manual work, or something people struggle to understand, and then turning that into a simple application that feels useful.


🌿 A Little About Me

  • Master's in Computer Science from Indiana University Bloomington
  • I work across AI/ML, Agentic AI, data, and full-stack development
  • I enjoy building projects that have a real reason behind them, not just features for the sake of features
  • Most of my work connects Python, React, dashboards, data workflows, and AI-based logic
  • I care about making applications clear, usable, and practical for the person using them
AI and data workspace

πŸ’‘ Problems I Like To Build Around

πŸ€– AI and Agentic Applications

I work on AI applications that use reasoning, fallback logic, and practical workflows instead of only simple prompts.

πŸ“Š Data and Research Tools

I build tools that help organize, clean, select, export, and understand data in a more usable way.

🌐 Full-Stack Applications

I create web applications with simple user flows using React, TypeScript, Firebase, APIs, and deployment tools.

πŸ“ˆ Data Dashboards and Analytics

I build dashboards that make patterns easier to understand across healthcare, business, and research data.


🧠 Tools And Skills I Use To Build

πŸ€– AI and Machine Learning

Machine Learning, Generative AI, Agentic AI, LLMs, NLP, Prompt Engineering, LangChain, AI Agents, RAG, Model Evaluation

πŸ“Š Data and Analytics

Data Analysis, Data Cleaning, Data Visualization, Dashboards, Reporting, Power BI, Tableau, pandas, NumPy

🌐 Web and Software Development

React, Next.js, TypeScript, JavaScript, HTML, CSS, FastAPI, Flask, Spring Boot, Node.js, REST APIs

πŸ› οΈ Databases and Tools

SQL, MySQL, PostgreSQL, MongoDB, Firebase, SQLite, Git, GitHub, Docker, Kubernetes, AWS, Vercel, Streamlit, VS Code


πŸš€ Current Direction

  • Building agentic AI applications that can reason, respond, and still work when full AI support is not available
  • Improving applied machine learning projects with clearer problem framing and better explanation
  • Creating data tools for research, lab workflows, and CSV-based analysis
  • Building full-stack applications with simple user flows and practical features
  • Writing cleaner project documentation so others can understand the purpose, setup, and result

πŸ’‘ How I Think About Projects

I like projects that start with a real reason.

For me, the goal is not just to use a new tool or framework. The project should make a task easier, explain data better, reduce manual work, or help someone move through a workflow with less confusion.

That is the kind of work I want my GitHub to show.

πŸ“¬ Connect with me:

Β Β 

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  1. bates-iu-research-data-tool bates-iu-research-data-tool Public

    Built for a research lab to make variable selection, data organization, and CSV export easier for analysis work.

    JavaScript

  2. balancebite-21-day-routine-reset balancebite-21-day-routine-reset Public

    A 21-day routine reset app that helps users track stress, meals, sleep, focus, and daily patterns in one place.

    JavaScript

  3. AI-Water-Tracker AI-Water-Tracker Public

    Agent-based hydration tracker that uses Llama3 locally and fallback reasoning in the cloud to give personalized water intake guidance.

    Python

  4. california-house-price-prediction california-house-price-prediction Public

    Machine learning project that predicts California house prices using Python and scikit-learn.

    Jupyter Notebook

  5. brain-tumor-analytics-dashboard brain-tumor-analytics-dashboard Public

    Power BI dashboard for exploring brain tumor data, patient patterns, and healthcare insights.

  6. car-sales-dashboard car-sales-dashboard Public

    Power BI dashboard analyzing car sales, revenue trends, customer preferences, and vehicle performance.