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AI · NLP
AI-Generated Text Detection
Fine-tuned BERT and DeBERTa models on a labeled HuggingFace dataset for high-accuracy classification of AI vs human writing.
PythonBERTDeBERTaHuggingFace
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AI · RAG · LLM
RAG-based AI Document Assistant
Production-ready RAG system using FastAPI, LangChain, FAISS and Groq LLM. PDF Q&A with real-time web UI and vector search.
LangChainFAISSFastAPIGroq LLM
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AI · LLM Agent
M_PRO-AI-V3 Coding Agent
Coding architect agent with long-term memory for project rules and automated code review using Groq LLM, FAISS, and LangChain.
Groq LLMFAISSLangChainPython
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ML · Computer Vision
Plant Disease Classifier
Transfer Learning using MobileNetV2 with custom classification head. Data augmentation, dropout regularization and Adam optimizer.
TensorFlowMobileNetV2Python
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ML · Data Science
Credit Default Prediction
Comparative analysis of ML models (LightGBM, Scikit-learn) using Lending Club dataset for financial risk assessment.
LightGBMScikit-learnPythonPandas
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NLP · Classification
Fake News Detector
NLP pipeline for Real vs Fake news detection using text preprocessing, feature engineering and classification models.
NLPPythonScikit-learn
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ML · R · Climate
Climate Risk Prediction
R-based framework using TF-IDF and PCA to analyse climate research abstracts and predict risk categories.
RTF-IDFPCA
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ML · R · Statistics
Mental Health EDA
Rigorous statistical analysis in R studying academic pressure and lifestyle, with advanced IQR-based outlier detection.
REDAStatistics
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Software · Java
E-Ticketing System
Robust Java-based ticket management platform handling booking, cancellation, and seat allocation workflows.
JavaOOP
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Software · C# · .NET
Employee Management System
Desktop application with role-based access, employee records, and integrated SQL Server database tracking.
C#.NETSQL Server
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Software · C# · .NET
Apartment Management Software
Role-based portals for owners and tenants. Manages unit availability, rent records, and maintenance requests.
C#.NETSQL
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Software · Database
University Management System
Full lifecycle project including ER modeling, SQL normalization, and comprehensive student & faculty management.
SQLOracleER Modeling
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Web · Full Stack
Air Quality Index App
Full-stack platform for real-time air quality tracking across Bangladesh with secure auth and dynamic regional monitoring.
PHPMySQLHTML/CSS
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Web · PHP
Online Quiz System
Role-based PHP/MySQL platform for educational assessment with admin quiz management, timed exams, and automated scoring.
PHPMySQLJavaScript
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Design · QA
EcoShop UI & QA
Comprehensive test case execution and quality assurance for sustainable e-commerce — validated inventory across multiple categories.
SQAUI TestingFigma
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Graphics · C++ · OpenGL
JourneyByBus 2D Animation
A 2D animated simulation of a bus journey developed using C++ and OpenGL with custom-rendered environments.
C++OpenGL
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Design · Engineering
Canteen Plan (AutoCAD)
Civil and electrical layout design for a canteen compliant with BNBC standards, drawn in AutoCAD.
AutoCADBNBCCivil Design