Medical Image Classification using CNN
Developed a TensorFlow/Keras CNN pipeline that preprocesses and augments medical scans, balances classes, and delivers 92%+ accuracy; includes hyperparameter tuning, validation monitoring, and a dedicated GitHub repo for the full workflow.
PythonTensorFlowKerasNumPyOpenCV
Real-Time Network Intrusion Detection System
Built a live IDS that captures TCP/UDP traffic, processes it through a capture → analyze → detect → log → visualize pipeline, and surfaces rule-based alerts in a Streamlit dashboard where generating browsing, streaming, or download traffic makes suspicious flows log instantly.
PythonScapyStreamlitTCP/UDP MonitoringRule-Based IDSReal-Time Logging
Autonomous AI Network Defense System
Simulated a safe SOC that generates synthetic traffic, extracts behavioral features, applies rule-based and Isolation Forest detection, maps alerts to MITRE ATT&CK, logs incidents as JSON, and surfaces confidence scores and timelines in a Streamlit dashboard.
PythonIsolation ForestStreamlitFeature EngineeringJSON LoggingMITRE ATT&CKDefensive Automation
PAN Card Smart Extractor
Built a Streamlit interface that accepts PAN card uploads, applies OpenCV-based preprocessing, runs OCR, and uses pattern recognition to extract the PAN number, holder name, father’s name, and date of birth for downstream verification.
OpenCVOCRPattern RecognitionStreamlitComputer VisionNLP
GameSphere - Interactive Browser Gaming Platform
Built a dynamic browser gaming platform featuring Fruits Ninja, Archery Challenge, Rock Paper Scissors, Memory Match, Quiz Game, and Tower Blocks with responsive design, intuitive UI/UX, smooth gameplay, and performance-optimized animations.
JavaScriptUI/UX DesignResponsive DesignPerformance OptimizationTesting & AutomationGit/GitHub
Cafe Billing System using Java
Developed a console-based cafe ordering and billing system with menu display, order selection, quantity handling, and final bill generation.
JavaOOPScannerSwitch Case
Credit Card Fraud Detection System
Developed an end-to-end machine learning pipeline to detect fraudulent financial transactions with optimized precision-recall performance.
PythonScikit-learnPandasLogistic RegressionRandom ForestSVM
Resume Screening & Categorization Application
Built an NLP-based system to automatically classify resumes into job categories with real-time prediction interface.
PythonNLPTF-IDFSVMStreamlitJoblib
Financial & Business Performance Analytics
Optimized SQL queries using CTEs and window functions to analyze revenue and customer trends.
SQLMySQLPostgreSQLExcel
Enterprise Generative AI Knowledge Assistant
Developed a Retrieval-Augmented Generation (RAG) system for intelligent document querying and context-aware AI responses.
PythonLLMsRAGEmbeddingsPrompt Engineering
Telegram File Processing Automation
Built end-to-end Telegram bot workflow to process files, convert to Base64, interact with AI APIs, and return transformed outputs.
n8nTelegram APIGoogle Nano Banana APIHTTP RequestsBase64 Encoding
AI Chatbot with Memory using n8n
Developed a contextual AI chatbot integrating an AI Agent and OpenAI model with persistent conversational memory.
n8nOpenAI Chat ModelAI AgentMemory Nodes
Meta Ads Performance Dashboard
Built executive-level dashboard tracking CTR, ROI, and campaign metrics for strategic decisions.
Power BIDAXExcelData Modeling
Annual Sales Executive Dashboard
Transformed transactional data into dynamic executive dashboards uncovering growth patterns.
ExcelPower QueryPivot Tables
Dockerized Machine Learning Workflow
Containerized a complete machine learning workflow ensuring reproducible and portable deployment environments.
PythonScikit-learnDocker
CrewAI PDF-to-Quiz Study Assistant
Built an AI-powered study assistant that reads PDFs, extracts key concepts, explains them in simple language, and generates quick revision quizzes — fully automated and runs locally without any API.
Python
CrewAI
LangChain
PDF Processing
LLMs
Docker + MySQL Containerized Database Project
Deployed MySQL 8.0 within Docker containers and configured networking, relational schemas, and advanced SQL queries.
DockerMySQL 8.0SQL
