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learning ML , AI , very excited in field of data science and AI
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learning ML , AI , very excited in field of data science and AI

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hansi2007/README.md

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Building software and intelligent systems through continuous learning, research, open source, and real-world engineering.


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About Me

I am a Computer Science Engineering student specializing in Data Science, passionate about applying software engineering, artificial intelligence, and research to solve practical engineering challenges. My learning journey is centered around building systems that combine data, automation, and intelligent decision-making to create meaningful real-world impact.

Currently, I am strengthening my skills in Python, SQL, Machine Learning, and Power BI, while exploring how intelligent systems can be integrated with IoT, environmental monitoring, and automation. I enjoy understanding how software interacts with hardware and sensors, especially in domains such as smart agriculture, drone technology, and autonomous systems.

Alongside academics, I have begun contributing to Open Source, learning collaborative development practices through documentation improvements and Git workflows. Research is another important part of my journey, where I continue developing projects focused on environmental monitoring and intelligent sensing technologies.

I believe that good engineering is built through curiosity, consistent learning, clear documentation, thoughtful problem solving, and continuous improvement. My goal is to grow into an engineer who builds reliable, research-driven intelligent systems that positively impact society.


Engineering Philosophy

Build before claiming.
Learn continuously.
Write understandable code.
Document everything.
Solve meaningful problems.
Stay curious.


Current Engineering Focus

Area Status
Python ✅ Learning & Building
SQL ✅ Improving Daily
Power BI ✅ Exploring Data Analytics
Machine Learning ✅ Building Projects
Intelligent Systems ✅ Exploring
Open Source ✅ Active Learning
Research ✅ Ongoing
Software Engineering ✅ Growing
Problem Solving ✅ Daily Practice
Autonomous Systems ✅ Exploring
IoT ✅ Building Projects

Current Mission

Building
      ↓
Research
      ↓
Machine Learning
      ↓
Open Source
      ↓
Software Engineering
      ↓
Intelligent Systems

Tech Stack

Programming

Data Science

Tools


Engineering Journey

Started Learning Machine Learning
               │
               ▼
Started Building AI Projects
               │
               ▼
Conference Paper Accepted
               │
               ▼
Conference Research Submission
               │
               ▼
Started Open Source Journey
               │
               ▼
Working on Autonomous Drone Navigation
               │
               ▼
Building Smart Hydroponics System
               │
               ▼
Growing Engineering Portfolio

Current Projects

🌱 Smart Hydroponics Monitoring System

Status

🟡 Currently Developing

Overview

Building an IoT-based smart hydroponics monitoring system focused on precision agriculture using environmental sensors, nutrient management, and intelligent automation.

Tech Stack

  • Python
  • Arduino
  • IoT
  • Sensors

Current Progress

  • Environmental monitoring
  • Automation workflow
  • Sensor integration

Future Scope

  • Predictive analytics
  • Mobile dashboard
  • Smart nutrient optimization

Repository: Coming Soon


🚁 Autonomous Drone Navigation System

Status

🟡 Currently Developing

Overview

Developing an autonomous drone navigation system exploring intelligent flight control, autonomous navigation, sensor integration, and real-time decision making.

Tech Stack

  • Python
  • Intelligent Systems
  • Sensors
  • Automation

Current Progress

  • Navigation concepts
  • System planning

Future Scope

  • Autonomous navigation
  • Obstacle avoidance
  • Flight optimization

Repository: Coming Soon


🧪 Microplastic Detection using UV Fluorescence & Amplified LDR Sensor Network

Status

🟡 Conference Submission (Second Review)

Overview

Developing an IoT-based environmental monitoring system for detecting microplastics in water using UV fluorescence and an amplified LDR sensor network.

Tech Stack

  • Arduino
  • UV Sensor
  • LDR
  • Python

Current Progress

  • Sensor integration
  • Experimental validation

Future Scope

  • Improved sensing accuracy
  • Environmental monitoring applications

Repository: Coming Soon


📷 OAK-D Light Camera

Status

✅ Conference Paper Accepted

Overview

Conference paper accepted based on the OAK-D Light Camera project.

Repository: Coming Soon


⚙ AI Agent Load Balancing

Overview

Backend-oriented intelligent request routing system.

Features

  • Round Robin
  • Least Connection
  • Health Monitoring
  • Routing Logic
  • System Design

Repository: Coming Soon


📩 SMS Spam Detection

Overview

Machine Learning project using Natural Language Processing.

Features

  • Data Cleaning
  • TF-IDF
  • Classification
  • Model Evaluation
  • Python
  • Scikit-Learn

Repository: Coming Soon


🩺 Diabetes AI Chatbot (SIH)

Overview

Healthcare chatbot developed using diabetes datasets as part of a Smart India Hackathon (SIH) project.

Focus

  • AI
  • Healthcare
  • Machine Learning
  • Intelligent Assistance

Repository: Coming Soon


Research Journey

Research Status
OGDI Light Camera ✅ Conference Paper Accepted
Microplastic Detection using UV Fluorescence & Amplified LDR Sensor Network 🟡 Conference Submission (Second Review)
Future Research Artificial Intelligence
Future Research Intelligent Systems
Future Research IoT
Future Research Environmental Monitoring

Open Source Journey

  • 🌍 Started contributing to Open Source.
  • 📖 Learning collaborative software development.
  • 📝 Working on documentation improvements.
  • 🚀 Exploring Git workflows and pull requests.
  • 🌐 Contributing to the Cesium ecosystem through documentation updates.
  • 📚 Building strong engineering habits through collaboration and code reviews.

Achievements

🏆 RoboSoccer Winner

📄 Conference Paper Accepted

🌍 Started Open Source Journey

🧪 Conference Research Submission


Learning Dashboard

Skill Progress
Python ████████░░ 80%
SQL ███████░░░ 70%
Power BI ██████░░░░ 60%
Machine Learning ███████░░░ 70%
Research ███████░░░ 70%
Open Source ████░░░░░░ 40%
Software Engineering ██████░░░░ 60%
IoT ██████░░░░ 60%

2026 Roadmap

  • ✅ Strengthen Python
  • ✅ Improve SQL
  • ✅ Master Power BI
  • ✅ Publish Conference Papers
  • ✅ Expand Open Source Contributions
  • ✅ Build Production-Level Projects
  • ✅ Secure Software Engineering Internship
  • ✅ Continue AI & IoT Research

Repository Standards

Every repository will include:

  • Overview
  • Problem Statement
  • Architecture
  • Tech Stack
  • Installation Guide
  • Screenshots
  • Results
  • Future Improvements
  • Contributing Guide
  • License
  • Detailed README

Certifications

  • NPTEL
  • Infosys Springboard

Coding Profile


Contribution Graph


Snake Contribution Animation


"Great engineering begins with curiosity, grows through consistency, and creates impact through meaningful solutions."

Popular repositories Loading

  1. hansi2007 hansi2007 Public

    Config files for my GitHub profile.

  2. data-science data-science Public

    HTML

  3. daily-coding-log daily-coding-log Public

    My daily coding practice

  4. FUTURE_DS_01 FUTURE_DS_01 Public

    "Task 1" Business Sales Performance Analytics" and sections for Overview, Analysis, Insights, and Recommendations.

  5. detection-of-microplastic-iot-project- detection-of-microplastic-iot-project- Public

  6. ML-spam-ham-own-dataset-collection-project- ML-spam-ham-own-dataset-collection-project- Public