Hello and welcome! I am Jeshwanthika Pothamchetty, a passionate Software Engineer and Computer Applications Scholar at Alliance University, Bengaluru. My engineering focus centers on developing trustworthy Artificial Intelligence, building responsive full-stack web architectures, and delivering insightful business intelligence reporting.

Across this GitHub profile, you will find active codebases spanning:

• Artificial Intelligence & Generative Deep Learning: Auditing demographic bias in pretrained transformer models (distilgpt2), synthesizing apparel images via Deep Convolutional GANs (DCGAN), and experimenting with StyleGAN2-ADA latent manifolds.
• Full-Stack Web Engineering: Modern user-facing web portals (City Hospital, Food Cafe, Rapido transit clone, and glassmorphic academic grading calculators).
• Applied Data Science & Machine Learning: Diagnostic clinical prediction (Pima Indians Diabetes classification) and 50+ cell econometric real estate price modeling pipelines.
• Object-Oriented Software Systems: Modular Java architectures implementing SOLID Single Responsibility Principles, card dealer engines, and asset inventory controls.

• Executive Summary / Overview
• Key Features & Capabilities
• System Architecture & Engineering Philosophy
• Featured Projects & Source Code Directory
  • 1. Artificial Intelligence & Deep Learning
  • 2. Business Intelligence & Analytics
  • 3. Clinical Data Science & Econometrics
  • 4. Full-Stack Web Applications
  • 5. Object-Oriented Java Systems
  • 6. Python Problem Solving & Modules
• Tech Stack Breakdown
• Reproducible Quickstart & Setup
• Project Directory Layout
• Author & Connect

• Ethical AI & NLP Auditing: Quantifying and mitigating stereotypical bias in language generation pipelines through counterfactual prompt analysis.
• Generative Computer Vision: Implementing minimax adversarial loss dynamics in TensorFlow and PyTorch for synthetic image synthesis.
• Full-Stack Visual Craftsmanship: Designing responsive, accessible digital experiences leveraging modern glassmorphism, responsive grid layouts, and clean DOM manipulation.
• Statistically Disciplined Analytics: Enforcing rigorous data sanitation, physiological zero-value treatment, and stratified cross-validation.
• Clean Object-Oriented Engineering: Applying design patterns, encapsulation, and unit-tested separation of concerns in Java.

flowchart LR
    subgraph Data & Intelligence Tier
        A1[Data Cleaning & Imputation] --> A2[Feature Engineering & EDA]
        A2 --> A3[Machine Learning & Deep Neural Nets]
    end

    subgraph Service & Application Tier
        A3 --> B1[Model Serving: Streamlit & Python]
        B1 --> B2[Full-Stack Web Portals: HTML5 / CSS3 / JS]
        B1 --> B3[Executive Dashboards: Power BI & DAX]
    end

    subgraph Systems Tier
        B2 & B3 --> C1[Object-Oriented Java Modules]
        C1 --> C2[Production Version Control & GitHub Pipelines]
    end

Direct links to the source code, architecture, and documentation for each project across my GitHub profile:

Project	Tech Stack	Description	Source Code Link
Bias Detector Project	Python, Streamlit, Hugging Face, PyTorch	Evaluates and visualizes demographic bias in DistilGPT-2 via counterfactual prompts and tone delta metrics
AI Generative & DCGAN Suite	TensorFlow, Keras, StyleGAN2-ADA, PyTorch	DCGAN synthesis on Fashion-MNIST and NVIDIA StyleGAN2-ADA FFHQ latent space exploration
Deep Learning Research Lab	Python, NumPy, Matplotlib, Neural Calculus	Comparative study of FNN, CNN, and RNN paradigms and non-linear activation dynamics

Project	Tech Stack	Description	Source Code Link
BA Dashboard IV	Power BI, DAX, Power Query M	Enterprise KPI modeling, Star Schema data models, and YoY variance tracking
BA Dashboard II	Power BI, DAX Measures	Financial and operational diagnostic dashboards with interactive drill-down matrices
Retail DB Analytics	Power BI, SQL, Technical Report PDF	Omnichannel retail database analysis, customer demographics, and merchandising report

Project	Tech Stack	Description	Source Code Link
Pima Diabetes Predictor	Python, Scikit-Learn, Pandas	Supervised machine learning diagnostic classifier predicting diabetes onset
Real Estate Valuation Pipeline	Python, Scikit-Learn, Seaborn, Pandas	52-cell hedonic housing price prediction and statistical econometrics framework
Titanic Survival EDA	Python, Pandas, Seaborn, Matplotlib	Empirical statistical survival analysis, demographic cross-tabulation, and missing imputation
Applied Data Science Lab	Python, Scikit-Learn, NumPy, Pipelines	Empirical data science research, feature normalization, and model cross-validation
Data Science Ecosystem	Python, Pandas, Data Mining	Predictive modeling, exploratory data analysis, and statistical hypothesis testing

Project	Tech Stack	Description	Source Code Link
City Hospital Healthcare Portal	HTML5, CSS3, Responsive Design	Clinical department directory, emergency helplines, and appointment booking UI
Food Cafe Hospitality Interface	HTML5, CSS3, Flexbox, RGBA Glass	Atmospheric dining interface featuring culinary menus and online table reservation
Rapido FSD Transit Portal	HTML5, CSS3, Geolocation Forms	Multi-modal ride-hailing interface featuring Bike, Auto, Cab, and Parcel selection
Student Grading System	HTML5, Glassmorphism CSS, Vanilla JS	Interactive academic GPA and grade calculator with complete mini-project report
Parallelism Portfolio	HTML5, SASS / SCSS, jQuery PopTrox	Cinematic horizontally scrolling creative portfolio with lightbox modal zoom

Project	Tech Stack	Description	Source Code Link
Card Game Deck Simulator	Java JDK 17, Collections, LIFO Stack	52-card deck generator, uniform shuffle, and constant-time $O(1)$ deal mechanics
Interactive Guessing Game	Java JDK 17, SOLID SRP Design	Console game decomposed into 6 cohesive classes with attempt history tracking
Guitar Inventory System	Java JDK 17, Object Arrays	Retail musical instrument inventory management and price attribute tracking
Java OOP & Algorithm Suite	Java JDK 17, Linear Scans	Defensive boundary handling, array maximum searches, and geometric encapsulation
Java Academic Assignments	Java JDK 17, Collections Framework	Curricular Java assignments covering inheritance, polymorphism, and sorting algorithms

Project	Tech Stack	Description	Source Code Link
Python Logic & Patterns	Python 3, JupyterLab, Nested Loops	Nested-loop algorithmic pattern generators, boolean truth tables, and string slicing
Modular Python Utilities	Python 3, Recursion, Modular Design	Reusable modulefunctions library implementing recursive factorials and palindrome checks
Python Systems Lab	Python 3, System Automation	General-purpose Python workspace for automation scripts and algorithmic patterns
Competitive Problem Solving	Python 3, HackerRank Solutions	Verified solutions to competitive programming conditional action challenges

# Clone the master profile showcase
git clone https://github.com/Jeshwanthika07/Jeshwanthika07.git
cd Jeshwanthika07

# Clone any specific project (e.g., Bias Detector Project)
git clone https://github.com/Jeshwanthika07/bias-detector-project.git

Jeshwanthika07/
├── header_banner.svg          # Waving dynamic cosmic violet SVG header banner
├── footer_banner.svg          # Matching cosmic violet SVG footer banner
├── README.md                  # Official GitHub profile README and portfolio showcase
└── LICENSE                    # Open-source MIT license

Jeshwanthika Pothamchetty
Bachelor of Computer Applications (Hons) | Department of Computer Applications, Alliance University

• GitHub Profile: @Jeshwanthika07
• Email Contact: pjeshwanthika9@gmail.com