ASIF HASAN

This research delves into optimizing Delay-Tolerant Networking (DTN) protocols to enhance emergency communication systems in disrupted environments, particularly natural disasters. The ONE simulator was utilized to simulate realistic scenarios where connectivity is unreliable or unavailable.

• Analysis of Current DTN Protocols
• Real-World Disaster Simulations
• Optimized Routing Protocols
• Mobile Application Development

Developed a personalized news recommendation system leveraging Neural Collaborative Filtering (NCF) to combine content-based and collaborative filtering techniques for large-scale datasets.

• Implemented Neural Collaborative Filtering (NCF)
• Hybrid Recommendation Approach
• Model Optimization with Checkpointing
• Performance Evaluation Metrics

Developed an AI-powered chess bot that utilizes reinforcement learning techniques such as Q-learning and Deep Q-Networks (DQN) to learn and improve its gameplay.

• Reinforcement Learning Implementation
• Monte Carlo Tree Search (MCTS)
• Competitive Performance
• User Interface with Difficulty Levels

ASICoin is a blockchain-based cryptocurrency project aiming to integrate AI-driven fraud detection and post-quantum cryptographic security for future-proof network protection.

• AI-Enhanced Fraud Detection
• Post-Quantum Cryptography Research
• Decentralized Applications (dApps)
• Layer 2 Solutions Integration

Streamlines day-to-day operations of managing medicine stock, processing sales, and optimizing inventory levels with real-time data insights.

• Real-Time Stock Updates
• Sales Tracking & Reporting
• Automated Reorder Alerts
• Expiry Date Tracking

An efficient Sudoku solver leveraging backtracking, recursion, and constraint propagation to find solutions for 9x9 grids.

• High Accuracy (100% valid puzzles)
• Optimized Speed with Constraint Propagation
• Advanced Validation System
• Handles Extreme Cases

AI-driven trading bot for real-time market analysis using deep learning, technical indicators, and reinforcement learning for autonomous strategy refinement.

• LSTM for Time-Series Forecasting
• Ichimoku Cloud Analysis
• Deep Q-Learning Integration
• Backtesting Strategies

Sentiment analysis module enhancing cryptocurrency price prediction by analyzing real-time news and social media sentiment integrated with LSTM models.

• Sentiment Analysis on Crypto News
• Data Pipeline Development
• LSTM Model with Sentiment Features
• Backtesting Strategies

LSTM networks predict Ethereum price trends by analyzing historical Bitcoin data with technical indicators and sentiment analysis integration.

• LSTM-Based Deep Learning Model
• Integration of Technical Indicators
• Model Optimization
• Backtesting System

Comprehensive solution for managing employee data, payroll, attendance, and performance with an easy-to-use interface.

• Employee Data Management
• Attendance Tracking
• Payroll Generation
• Real-Time Reporting

Software solution for managing books, patrons, and lending transactions with features for checkouts, returns, and inventory tracking.

• Book Inventory Management
• Patron Management
• Search & Filtering
• Due Date Tracking

Simulates and optimizes ride-sharing network operations modeling traffic conditions, vehicle availability, and user demand.

• Demand & Supply Modeling
• Dynamic Pricing
• Vehicle Assignment Algorithm
• Simulation Engine

Web-based application that decodes sentences using Caesar cipher shifts and reverse string decoding with word validation highlighting.

• Caesar Cipher Decoding
• Reverse String Decoding
• Word Validation
• Interactive Interface

Interactive tool for plotting points on a coordinate system based on degree and step inputs with zoom, pan, and point info toggling.

• Interactive Map
• Zoom & Pan Support
• Dynamic Point Generation
• Multiple Points Input
• Point Info Toggle