FYP — FINAL YEAR PROJECT
AI Studio
Cloud-native AI deployment platform with end-to-end MLOps workflows. Includes a model registry, experiment tracking, workflow automation, and one-click deployment to production. Built as the Final Year Project at Pak-Austria Fachhochschule.
MLOps
Cloud-Native
Model Registry
Workflow Automation
Kubernetes
K8s + CI/CD
INFRASTRUCTURE
PROJECT_01
Attention-Based Glaucoma Detection
CNN with a custom attention mechanism for automated glaucoma detection from retinal scan imagery. High-precision classification for early diagnosis support in medical imaging workflows.
CNNAttention MechanismMedical AIPyTorch
PROJECT_02
Tax & Finance Chatbot
Domain-specific RAG chatbot with a curated knowledge base using LangChain and OpenAI. Handles complex tax and finance queries with context-aware responses and citation retrieval.
LangChainRAGOpenAIKnowledge Base
PROJECT_03
DeepSeek Trading Analysis
Financial data extraction and AI-powered market analysis leveraging LLM insights for actionable trading intelligence, pattern recognition, and automated market summary generation.
LLMFinanceData ExtractionDeepSeek
PROJECT_04
Fine-Tune Whisper on Quranic Data
Custom ASR fine-tuning pipeline for the Whisper model on a Quranic speech dataset. Full data preprocessing, speech-to-text fine-tuning, and evaluation on domain-specific audio.
WhisperASRFine-TuningHuggingFace
PROJECT_05
Inventory Management (YOLOv8)
Real-time object detection for retail analytics using YOLOv8. Automates inventory tracking with live camera feeds, bounding box detection, and backend database synchronization.
YOLOv8Object DetectionRetail AIReal-Time
PROJECT_06
Facial Attendance System
Real-time facial recognition system deployed on edge devices (Raspberry Pi) with full database integration for automated attendance management and record keeping.
Edge AIFace RecognitionRaspberry PiOpenCV
PROJECT_07
Solar Irradiance Forecasting
Time-series forecasting model for smart building energy optimization. Predicts solar irradiance to guide HVAC and energy load management. Achieved 4th place at Uraan Exhibition 2023.
ForecastingTime-SeriesSmart BuildingsAward 🏅
PROJECT_08
AI Blog Generator
Automated content generation pipeline using NLP summarization and Django. Transforms source documents into structured blog posts with consistent tone and automatic publishing workflows.
NLPSummarizationDjangoAutomation
PROJECT_09
App Feedback Analyzer
End-to-end NLP pipeline for app store review analysis. Web scraping, sentiment classification, topic modeling, and interactive data visualization dashboards for product teams.
Sentiment AnalysisNLPWeb ScrapingVisualization
PROJECT_10
Django AI Model Hub
1st Place — Uraan Projects Exhibition Fall 2023. A Django web platform hosting multiple deployed AI models accessible via a unified UI, including image generation, classification, and text tasks.
DjangoMulti-ModelWeb App1st Place 🥇
PROJECT_11
Data Scrapers & Automation Suite
Collection of production-grade web scrapers and automation tools. Includes Selenium-based browser automation, BeautifulSoup parsers, and scheduled Crawl4AI pipelines for structured data extraction.
SeleniumBeautifulSoupCrawl4AIAutomation