https://k-siddhartha-ai.github.io/portfolio/

Explore my projects, technical skills, certifications, GitHub repositories, and AI/ML work.

AI & Machine Learning Engineer passionate about building real-world intelligent systems using:

• Python
• Machine Learning
• Deep Learning
• NLP
• Generative AI
• FastAPI
• Streamlit
• Data Science

I focus on developing production-ready AI applications that solve practical business problems.

An end-to-end Machine Learning platform that:

• Predicts delivery times
• Identifies delay causes
• Calculates business impact
• Provides optimization recommendations

Python • Pandas • Scikit-Learn • Plotly • Gradio

https://huggingface.co/spaces/Siddhartha001/swiggy-delivery-analysis

A Machine Learning system designed to detect fraudulent financial transactions in real time.

• Real-Time Fraud Detection
• Risk Scoring
• Explainable AI
• Business Impact Analysis
• Imbalanced Dataset Handling

https://github.com/k-siddhartha-ai/real-time-fraud-detection-system

Customer Retention Intelligence System.

• Customer Churn Prediction
• Explainable AI
• Customer Segmentation
• NLP-Based Insights
• Business Analytics Dashboard

https://github.com/k-siddhartha-ai/churnguard-ml-platform

Transformer-based NLP application supporting multiple languages.

• Multilingual Text Classification
• Hugging Face Transformers
• Sentiment Prediction
• Interactive Gradio Interface

https://huggingface.co/spaces/Siddhartha001/multilingual-sentiment-analysis

Deep Learning application for medical image classification.

• CNN Architecture
• Transfer Learning
• Medical Image Processing
• Disease Classification

Machine Learning system that classifies emails as spam or ham.

• Text Preprocessing
• CountVectorizer
• Logistic Regression
• Interactive Web Interface

Machine Learning regression model for real-estate price estimation.

• Data Analysis
• Feature Engineering
• Regression Models
• Price Forecasting

Healthcare-focused Machine Learning project.

• Medical Data Analysis
• Binary Classification
• Risk Prediction

• K-Means Clustering
• Customer Segmentation
• Decision Trees
• Distance Metrics
• PCA Visualization
• Regression Models

• Python
• Java
• C
• SQL

• Machine Learning
• Deep Learning
• NLP
• Computer Vision
• Generative AI
• Explainable AI

• Scikit-Learn
• TensorFlow
• PyTorch
• Pandas
• NumPy
• Matplotlib
• Seaborn
• FastAPI
• Streamlit
• Gradio

• Git
• GitHub
• Docker
• VS Code
• Google Colab
• Hugging Face

https://k-siddhartha-ai.github.io/portfolio/

https://www.linkedin.com/in/karne-siddhartha-163bb1369/

https://github.com/k-siddhartha-ai

https://huggingface.co/Siddhartha001

https://www.youtube.com/@CodeWithSiddhartha

To build AI-powered products that create real-world impact using Machine Learning, Deep Learning, NLP, and Generative AI.