Document Verification & Customer Onboarding
Built document verification systems using EAST text detection for layout analysis and HTR for handwriting recognition.
Impact: Helped reduce customer onboarding costs for telecom clients by 92.5%, showing how AI can directly lower operational cost at enterprise scale.
Financial Report Parsing
Developed AI-based parsers to extract structured data from central bank reports for financial institutions.
Impact: Reduced financial statement processing time from 3 business days to around 30 minutes.
Retail Visibility Detection for bKash
Developed object detection systems to identify and count festoons, posters, and stickers in retail shops.
Impact: Helped optimize promotional material distribution and contributed to 98% visibility in major POSM categories across Bangladesh.
Sensor Data Warehouse
Designed and implemented a data warehouse for large-scale sensor data.
Impact: Enabled structured downstream analytics and reporting from high-volume time-series data.
Anti-Counterfeit Steganography
Developed a steganography-based system to embed secret codes within General Health Warning images on cigarette packets.
Impact: Supported automated detection of authentic versus illicit products and helped combat market counterfeiting.
Healthcare Recommendation Chatbot
Developed an AI-powered chatbot that recommends doctors and clinics based on user location and health concerns.
Impact: Simplified the search process by quickly recommending nearby healthcare providers.
Real-Time Threat Detection
Developed a real-time object and activity detection system for driver safety use cases.
Impact: Explored how computer vision can identify dangerous objects and violent activity to improve safety response workflows.