Neha Shit — Data Science & ML

Aspiring Data Science Engineer

As a software developer, I am dedicated to turning ideas into practical solutions while collaborating with others to continuously learn and grow. I am also exploring data science to better understand data-driven decision making and build intelligent, impactful applications.

About Me

⭐ Quick Facts

Location

Jharkhand, India

Education

Pursuing B.Tech in Computer Science Engineering

Experience

Hands-on experience in Java development, data analytics, and machine learning projects.

🌼 Beyond Academics

Outside technical work, I have an interest in creative design and visual communication, which was reflected in my achievement as a winner in a digital poster competition. This creative inclination helps me bring a balanced perspective between logic and creativity while working on projects.

🌱 My Journey

Hello! I'm Neha, a Computer Science Engineering student with a strong interest in software development and data analytics. My interest in technology grew from a natural curiosity about how digital systems influence everyday problem solving.

Throughout my academic experience, I have explored different areas including software development and data-driven analysis by working on practical projects. These experiences have strengthened my logical thinking and helped me understand how theoretical concepts can be applied in real scenarios.

🎯 My Approach

I prefer to approach technical challenges by first understanding their underlying requirements and then designing structured solutions. I focus on developing applications that are not only functional but also maintainable and user-oriented.

Continuous learning and adaptability guide my efforts to grow both technically and professionally.

My Expertise

A balanced combination of software development, data analytics, and problem-solving capabilities built through academic learning and hands-on project experience.

💻 Programming

Java Python C++ SQL

Strong foundation in programming logic, object-oriented design, and algorithmic thinking.

🌐 Web & Database

HTML CSS JavaScript MongoDB

Basic familiarity with web technologies and database integration concepts.

🤝 Soft Skills

Problem Solving Collaboration Leadership Adaptability Critical Thinking

Developed through academic projects, hackathons, and teamwork experiences.

🧩 Software Development

Object-Oriented Programming Java Swing & AWT Event-Driven GUI Modular Architecture

Experience in building structured desktop applications with a focus on usability and clean code practices.

📊 Data Science & Machine Learning

NumPy Pandas Matplotlib Seaborn TensorFlow

Used for data preprocessing, visualization, and predictive modeling in academic machine learning projects.

📈 Analytics & Visualization

Microsoft Excel Power BI Tableau

Applied in dashboard development, KPI tracking, and data-driven decision-making analysis.

🧠 Analytical Competencies

Data Cleaning Exploratory Data Analysis Statistical Analysis Regression Modeling ETL Concepts

Focused on extracting insights and improving data quality for meaningful analytical outcomes.

Training & Experience

Java Maestro Training

Lovely Professional University June 2025 – July 2025

Strengthened understanding of core Java concepts and OOP principles.
Developed GUI-based applications using Swing and AWT.
Implemented exception handling and file handling mechanisms.
Built practical projects including Calculator, Kids Learning App, and Login System.
Integrated SQL-based validation for secure data access.
Impact: Enhanced ability to design structured, user-focused applications and improved proficiency in event-driven programming.

Projects

✦ Featured

HueHaven – Java Based Color Palette Application

Developed a GUI-based desktop application to help users generate, preview, and manage color palettes efficiently with real-time rendering support.

Key Contributions:

Designed an intuitive graphical interface for palette creation
Implemented real-time HEX and RGB color conversion
Developed persistent storage for saving custom palettes
Applied modular OOP architecture for scalability

Outcome:
Improved workflow efficiency for users working with color design systems and enhanced usability through interactive UI features.

                                        Real-time
                                        Color preview
                                    

                                        OOP
                                        Modular design
                                    

                                        Efficient
                                        UI workflow
                                    

Java Swing AWT Object Oriented Programming

View Source on GitHub

Student Academic Performance Prediction

Built a machine learning model to predict student performance using academic and behavioral datasets to support early identification of at-risk students.

Key Contributions:

Performed data preprocessing, feature engineering, and exploratory analysis
Implemented Linear Regression and Random Forest models
Evaluated model performance using R² score, MAE, and RMSE
Visualized correlations between study habits and academic outcomes

Outcome:
Enabled data-driven academic decision-making and demonstrated practical understanding of end-to-end ML workflow.

                                        1000+
                                        Records Analyzed
                                    

Student Performance Prediction Screenshot

Python Pandas NumPy Matplotlib Seaborn Scikit-learn

View Source on GitHub

Achievements

🏆

Top 10 Finalist – Hackathon at LPU Nov'24

Selected among 120+ participants in November 2024 for developing an innovative group solution demonstrating strong analytical and teamwork skills.

🎨

Winner – Digital Poster Making Competition Aug'23

Secured first position (August 2023) and received a cash prize of ₹8000 for designing a high-impact visual communication poster.

Education

Bachelor of Technology – CSE

Phagwara, Punjab

Lovely Professional University Aug'23 – Present

CGPA: 7.9
Specialization in Computer Science and Engineering.

Intermediate & Matriculation

Jharkhand

DAV Public School

Intermediate (12th): 75% — 2023
Matriculation (10th): 89% — 2021

Hi, I'm Neha Shit

Aspiring Data Science Engineer

About Me

⭐ Quick Facts

Location

Education

Experience

🌼 Beyond Academics

🌱 My Journey

🎯 My Approach

My Expertise

💻 Programming

🌐 Web & Database

🤝 Soft Skills

🧩 Software Development

📊 Data Science & Machine Learning

📈 Analytics & Visualization

🧠 Analytical Competencies

Training & Experience

Java Maestro Training

Projects

HueHaven – Java Based Color Palette Application

Student Academic Performance Prediction

Certifications

Achievements

Top 10 Finalist – Hackathon at LPU Nov'24

Winner – Digital Poster Making Competition Aug'23

Education

Bachelor of Technology – CSE

Intermediate & Matriculation

Let's Build
Something.

Hi, I'm Neha Shit

Aspiring Data Science Engineer

About Me

⭐ Quick Facts

Location

Education

Experience

🌼 Beyond Academics

🌱 My Journey

🎯 My Approach

My Expertise

💻 Programming

🌐 Web & Database

🤝 Soft Skills

🧩 Software Development

📊 Data Science & Machine Learning

📈 Analytics & Visualization

🧠 Analytical Competencies

Training & Experience

Java Maestro Training

Projects

HueHaven – Java Based Color Palette Application

Student Academic Performance Prediction

Certifications

Achievements

Top 10 Finalist – Hackathon at LPU Nov'24

Winner – Digital Poster Making Competition Aug'23

Education

Bachelor of Technology – CSE

Intermediate & Matriculation

Let's BuildSomething.

Let's Build
Something.