Skip to content
View Asmitha7intech's full-sized avatar

Block or report Asmitha7intech

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Asmitha7intech/README.md

Asmitha

Data Science

Python β€’ Machine Learning β€’ FastAPI β€’ React β€’ TypeScript

Building intelligent applications that combine data science, machine learning and modern web engineering.



πŸ‘©β€πŸ’» About Me

  • πŸŽ“ MSc Data Science student at Coimbatore Institute of Technology
  • πŸ€– Focused on Artificial Intelligence, Machine Learning & Data Science
  • 🐍 Building with Python, Scikit-learn & modern ML workflows
  • ⚑ Developing APIs and intelligent applications using FastAPI
  • πŸ’» Building responsive interfaces with React & TypeScript
  • πŸš€ Interested in taking ML ideas from experimentation β†’ deployment
  • πŸ”¬ Exploring AI engineering, NLP, MLOps & full-stack AI
  • 🌱 Constantly improving my problem-solving and software engineering skills

I don't just learn technologies β€” I build with them.


πŸ› οΈ Tech Stack

πŸ’» Languages

🧠 Data Science & Machine Learning

NumPy Pandas Matplotlib Scikit-learn Machine Learning Data Analysis Feature Engineering

⚑ Backend & APIs

FastAPI REST APIs Pydantic API Integration

🎨 Frontend

React TypeScript Vite Tailwind CSS Recharts

πŸ—„οΈ Databases

PostgreSQL MySQL SQL

πŸ”§ Tools & Engineering

Git GitHub Docker VS Code Jupyter


πŸš€ Featured Projects

🧠 NeuroBehavior AI

Multimodal AI platform for behavioral screening and adaptive cognitive assessment.

What it does

  • ⌨️ Typing assessment
  • πŸ‘€ Attention / Go-No-Go assessment
  • πŸ“– Reading assessment
  • πŸ“Š Behavioral performance analysis
  • πŸ€– ML-powered analysis pipeline
  • ⚑ REST API backend

Tech

Python FastAPI React TypeScript Machine Learning


πŸ”¬ VCell-AI

AI-powered platform for discovering, analyzing and exploring biomodels from the VCell ecosystem.

Focus

  • 🧬 Scientific AI
  • πŸ€– AI-assisted exploration
  • 🌐 Web application development
  • πŸ”Œ API integration
  • 🐳 Development workflows
  • 🌱 Open-source contribution

Tech

TypeScript React Python AI Docker


πŸ“„ AshDoc Studio

A modern text-to-PDF document generation application with a professional editing experience.

Features

  • πŸ“ Text editing
  • πŸ‘οΈ Live preview
  • πŸ“„ PDF generation
  • 🎨 Clean user interface
  • ⚑ Fast client-side experience
  • πŸš€ Web deployment

Tech

JavaScript React Web PDF


πŸ“Š Data Science & ML Projects

Practical machine learning work focused on data analysis, regression, prediction and model evaluation.

Areas

  • πŸ“ˆ Regression
  • 🌾 Crop yield prediction
  • 🧹 Data preprocessing
  • πŸ” Exploratory data analysis
  • βš™οΈ Feature engineering
  • 🧠 Neural networks
  • πŸ“ Model evaluation

Focus

Python Pandas NumPy Scikit-learn Matplotlib



🎯 What I'm Currently Building

Project / Area Focus Status
🧠 NeuroBehavior AI AI + ML + FastAPI + React 🚧 Active
πŸ“Š Machine Learning Data Science + Model Development πŸ”₯ Learning & Building
🌐 Developer Portfolio Next.js + TypeScript + Modern UI 🚧 Improving
πŸ”¬ Open Source AI + Scientific Computing 🌱 Exploring

🧩 Areas of Interest



πŸ† Achievements & Experience

  • πŸš€ Building and contributing to AI-powered applications
  • πŸ”¬ Working with open-source scientific AI projects
  • πŸ’» Developing full-stack applications using React + FastAPI
  • 🧠 Applying machine learning to practical data science problems
  • 🎯 Actively strengthening software engineering and AI engineering skills
  • 🌱 Exploring opportunities in open source, hackathons and technical communities

πŸ“š Certifications & Learning

Currently building a strong foundation across:

  • 🐍 Python Programming
  • πŸ“Š Data Science
  • πŸ€– Machine Learning
  • πŸ—„οΈ SQL & Databases
  • 🌐 Full-Stack Development
  • 🧠 Natural Language Processing
  • βš™οΈ Software Engineering

Certifications will be added here as verified credentials are completed.



πŸ’» Coding & Developer Profiles


🧠 My Engineering Philosophy

πŸ“š Learn

Understand the fundamentals before reaching for abstractions.

πŸ› οΈ Build

Turn concepts into working systems and real projects.

πŸš€ Ship

Test, document, deploy and continuously improve.


🌱 Currently Learning

Artificial Intelligence
        ↓
Machine Learning
        ↓
Deep Learning
        ↓
AI Engineering
        ↓
MLOps & Deployment
        ↓
Production-Ready Systems

Current priorities

  • 🧠 Machine Learning fundamentals
  • 🐍 Advanced Python
  • ⚑ FastAPI & backend engineering
  • βš›οΈ React + TypeScript
  • 🐳 Docker
  • πŸ”„ GitHub Actions & CI/CD
  • πŸ” Security & dependency management
  • ☁️ Deployment & cloud fundamentals

🀝 Open Source & Collaboration

I'm interested in contributing to projects involving:

  • Artificial Intelligence
  • Machine Learning
  • Data Science
  • Scientific Computing
  • Developer Tools
  • Open-source web applications

If a project aligns with these areas, I'm always interested in learning, contributing and collaborating.


πŸ“« Connect With Me


πŸ’‘ Build β†’ Learn β†’ Ship β†’ Repeat.

Popular repositories Loading

  1. VCell-AI VCell-AI Public

    Forked from virtualcell/VCell-AI

    An AI-powered platform for discovering, analyzing, and exploring biomodels from the VCell database. Built as part of Google Summer of Code (GSoC25), this project combines modern web technologies wi…

    TypeScript

  2. Asmitha7intech Asmitha7intech Public

  3. NeuroTrack NeuroTrack Public

    AI-powered behavioral analysis platform using typing, attention & reading tests

    TypeScript

  4. AshDoc-Studio AshDoc-Studio Public

    A premium text-to-PDF editor with live preview and professional export

    JavaScript

  5. neetcode-submissions neetcode-submissions Public

    My NeetCode.io problem submissions

    Python