CaseStudies
Answerly
An AI-powered Q&A system for e-learning platforms that delivers instant, accurate answers using RAG, FAISS semantic search, and HuggingFace embeddings over a structured knowledge base.
Impact: Reduced average query resolution time by 80% and eliminated redundant manual searches across departments.
SehatGuftagu
An AI-powered clinical interview and triage system that conducts bilingual Urdu/English voice interviews, generates SOAP medical reports, and provides a dedicated doctor review portal.
Impact: Enabled thousands of users to access reliable health consultations in their native language, reducing unnecessary clinic visits.
LegalEdgeAI
A multi-agent AI legal platform that analyzes contracts, identifies risks, checks compliance, and generates detailed reports through four specialized AI agents working in coordination.
Impact: Reduced document review time by 70%, improved risk detection accuracy, and enabled the firm to handle growing workloads without proportional staff increases.
QueryWise
A multi-agent retrieval-augmented generation system enabling intelligent document querying with hallucination prevention and enterprise-grade answer verification.
Impact: Delivered enterprise-grade document intelligence with multi-agent answer verification, suitable for research and business document workflows.
CHAPAL
An AI safety and auditing platform that improves trust and reliability in LLM-based systems through dual-layer threat protection and human-in-the-loop governance.
Impact: Delivered a production-grade LLM governance system enabling continuous safety improvement through human oversight and automated dual-layer protection.
EIDOS
An AI-powered learning platform that converts raw lectures and unstructured content into structured notes, adaptive quizzes, and full courses through intelligent transcription and generation.
Impact: Enabled learners to go from raw lecture recordings to structured notes, adaptive quizzes, and full courses automatically, eliminating hours of manual study material creation.
AIHelpDeskRAG
An AI-powered helpdesk chatbot for university students providing instant, accurate answers about campus policies, handbooks, and guidelines through RAG and web scraping.
Impact: Resolved 70% of support queries without human intervention, dramatically reducing ticket backlog.
HealthChatPro
A production-grade medical chatbot providing evidence-based health information through an intuitive conversational interface.
Impact: Delivered reliable health guidance with 95% user satisfaction, reducing unnecessary follow-up calls to clinics.
AutomaticNoPlateRecognition
A real-time number plate detection and recognition system powered by YOLOv9, built for traffic monitoring and automated vehicle identification.
Impact: Enabled automated vehicle identification at scale, processing hundreds of plates per minute with 97% accuracy.
CrowdDensityEstimation
A real-time crowd density estimation and people counting system for public safety, event management, and smart city applications.
Impact: Provided real-time crowd monitoring with 94% counting accuracy, enabling proactive safety interventions.
VehicleDetection&Tracking
An end-to-end vehicle detection, tracking, and counting pipeline for traffic analysis and smart transportation infrastructure.
Impact: Automated traffic data collection across multiple lanes with 96% accuracy, replacing manual counting operations.
DiscordMCPModerator
A Model Context Protocol (MCP) server enabling LLMs to moderate Discord communities, scanning messages, enforcing rules, and managing channels autonomously.
Impact: Automated community moderation across multiple servers, handling toxic content detection and rule enforcement autonomously.
StockAnalysisChatbotAssistant
A GPT-powered financial analytics chatbot that provides real-time stock data, technical indicators, and investment insights through conversational AI.
Impact: Democratized financial analysis for non-expert users, processing real-time market data through natural language queries.
TripGenieAITravelAgent
A multi-agent AI travel assistant that generates personalized trip plans with accommodation, budget planning, local experiences, and transportation details.
Impact: Generated complete personalized travel itineraries in seconds, replacing hours of manual research across multiple platforms.
HospitalReadmissionPrediction
A predictive analytics system using machine learning to identify patients at high risk of hospital readmission, enabling proactive intervention.
Impact: Identified high-risk patients with strong predictive accuracy, enabling targeted post-discharge care programs.
IntrusionDetectioninWSN
A machine learning-based intrusion detection system for wireless sensor networks, classifying attack types including Blackhole, Grayhole, Flooding, and TDMA attacks.
Impact: Achieved high-accuracy attack classification, enabling automated threat response in wireless sensor deployments.
Real-TimeSentimentAnalysis
A real-time sentiment analysis platform capable of classifying text across multiple sentiment dimensions simultaneously.
Impact: Enabled granular brand sentiment monitoring with multi-dimensional emotional analysis.
TrustECG
An AI-powered ECG analysis platform providing automated cardiac rhythm classification and anomaly detection from electrocardiogram data.
Impact: Automated ECG screening, enabling faster cardiac risk assessment for large patient populations.
ApplicantTrackingSystem
An AI-enhanced applicant tracking platform that automates resume screening, candidate ranking, and recruitment pipeline management.
Impact: Reduced initial screening time by 75% while improving candidate-role matching accuracy.
WorkflowAutomations(n8n)
A suite of production-grade workflow automations built on n8n, from RAG chatbot pipelines to social media posting and restaurant booking systems.
Impact: Eliminated 20+ hours of weekly manual work across four distinct workflow categories.