Project Portfolio
Deep dives into how our AI systems and platforms solve real business challenges. Each project showcases our approach, technical implementation, and measurable outcomes.
RosterBhai
HR / Operations
Challenge
Manual employee scheduling creates conflicts, requires excessive coordination time, and lacks visibility for dynamic shift management. Organizations with rotating staff struggle with spreadsheet-based scheduling that cannot handle real-time changes, shift swapping, or team-wide visibility.
Solution
RosterBhai is a workforce management SaaS platform designed to streamline employee scheduling and operational coordination.
Tech Stack
Impact
Eliminated scheduling conflicts with improved workforce coordination
ComplianceTracker
Healthcare Compliance
Challenge
Healthcare organizations struggle to maintain regulatory compliance, track certifications, and manage training across distributed teams. Spreadsheet-based tracking is error-prone and cannot provide proactive alerts for expiring credentials, putting organizations at risk of compliance violations.
Solution
ComplianceTracker is a healthcare-focused compliance management system built to help clinics and medical practices maintain regulatory standards efficiently.
Tech Stack
Impact
Achieved zero compliance violations with automated tracking and reminders
Rancour AI Assistant
Enterprise AI
Challenge
Businesses need intelligent assistants that can handle complex, multi-step tasks beyond simple Q&A. Existing chatbots lack the ability to execute workflows, generate technical outputs, or maintain context across extended interactions, limiting their utility for real business operations.
Solution
Rancour AI Assistant is a conversational AI system designed for advanced task execution and human-like interaction.
Tech Stack
Impact
Enabled complex task automation with human-like conversation quality
FraudChecker
Fintech / E-commerce
Challenge
Businesses face increasing fraud attempts during user onboarding and transactions. Manual verification is slow and inconsistent, while many automated solutions create friction for legitimate users. Organizations need fast, accurate identity verification that balances security with user experience.
Solution
FraudChecker is a real-time identity verification and fraud detection system that evaluates multiple user data points including name, phone number, email, and identification details.
Tech Stack
Impact
Enabled instant fraud detection while maintaining smooth user experience
DocSaaS ePrescription
Healthcare / Medical
Challenge
Healthcare providers spend excessive time on prescription paperwork and documentation. They lack access to integrated medical databases and analytics tools that could improve patient care. Paper-based or fragmented digital systems lead to errors, inefficiency, and missed opportunities for data-driven clinical insights.
Solution
DocSaaS ePrescription is a healthcare SaaS platform built for doctors to create, manage, and analyze digital prescriptions efficiently.
Tech Stack
Impact
Streamlined prescription workflow with data-driven clinical insights
AI Voice Agent
Customer Service / Telecommunications
Challenge
Organizations operating in multilingual markets face significant challenges providing round-the-clock customer support over phone calls. Traditional call centers require massive staffing costs, and existing AI voice solutions perform poorly with regional languages. The lack of natural, human-like voice interactions leads to customer frustration and high abandonment rates.
Solution
The AI Voice Agent is a production-grade multilingual calling system with native Bangla support, designed for real-time telephony interactions.
Tech Stack
Impact
Enabled 24/7 automated call handling with significant reduction in manual intervention
Social Media Automation Platform
Marketing / E-commerce
Challenge
Businesses managing customer engagement across multiple social channels struggle with response delays, missed leads, and inconsistent brand communication. Manual monitoring of comments, messages, and mentions across platforms is time-consuming and error-prone, leading to lost opportunities and poor customer experience.
Solution
The Social Media Automation Platform is an enterprise-grade system that automates customer engagement, lead management, and communication across multiple social channels.
Tech Stack
Impact
Reduced manual workload significantly while ensuring instant response times
BanglaSTT with BanglaSER
AI / Speech Technology
Challenge
Existing speech recognition systems are primarily trained on English and major world languages, performing poorly with regional languages especially in noisy telephony environments. This limitation makes voice-based automation nearly impossible for businesses serving regional language speakers, forcing reliance on expensive human operators.
Solution
BanglaSTT with BanglaSER is a specialized speech AI system that performs real-time Bangla speech recognition combined with speaker emotion recognition.
Tech Stack
Impact
Achieved high accuracy in challenging telephony environments with emotion insights
Real-Time Text-to-Speech Reader
Accessibility / EdTech
Challenge
Users with visual impairments or reading preferences need instant, natural-sounding text-to-speech that syncs with visual content. Existing solutions have noticeable latency, robotic voices, or lack proper synchronization with on-screen text, creating a disjointed experience.
Solution
The Real-Time Text-to-Speech Reader is a low-latency system that converts on-screen text into natural, expressive audio instantly.
Tech Stack
Impact
Delivered seamless reading experience with instant audio conversion
Twilight Story Teller
Media / Entertainment
Challenge
Content creators need expressive, customizable voice generation for storytelling without expensive studio recording. Available text-to-speech solutions sound robotic and lack the emotional range needed for engaging narrative content, forcing creators to choose between quality and cost.
Solution
Twilight Story Teller is an AI-powered storytelling platform that transforms written content into high-quality spoken narration.
Tech Stack
Impact
Enabled studio-quality narration with customizable voice styles
Hybrid Multilingual Transcription Studio
Legal / Healthcare / Enterprise
Challenge
Organizations with strict data privacy requirements cannot use cloud-based transcription services due to compliance constraints. They need high-accuracy, multilingual transcription with speaker identification that runs entirely on-premises, without any data leaving their infrastructure.
Solution
Hybrid Multilingual Transcription Studio is a GPU-accelerated desktop application designed for private, offline transcription of audio from multiple sources.
Tech Stack
Impact
Enabled secure transcription in air-gapped environments with enterprise-grade performance
Offline Speech Processing System
Government / Defense / Enterprise
Challenge
Air-gapped environments and organizations with strict data sovereignty requirements need speech processing capabilities without any cloud connectivity. They cannot risk data exposure through cloud services but still require accurate transcription, speaker identification, and audio processing.
Solution
The Offline Speech Processing System is a desktop-based solution for speech recognition that operates entirely without cloud connectivity.
Tech Stack
Impact
Delivered enterprise-grade speech processing with complete data privacy
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