Computer vision model analyzing medical imaging (X-rays, MRIs) to assist radiologists with early detection of tumors and abnormalities.
Key Results
- 96.8% diagnostic accuracy
- 3x faster scan analysis
- 40% earlier detection rate
PyTorch
MONAI
DICOM
FastAPI
ML pipeline processing 2M+ transactions/day, detecting fraudulent patterns in real-time with sub-100ms latency.
Key Results
- 99.7% fraud detection rate
- $12M saved in Year 1
- 85% fewer false positives
XGBoost
Kafka
Redis
AWS
Personalized product recommendation system using collaborative filtering and deep learning for 5M+ active users.
Key Results
- 35% increase in AOV
- 28% higher conversion
- 50% more repeat purchases
TensorFlow
Pinecone
Redis
GCP
Edge AI system performing real-time defect detection on assembly lines using custom-trained computer vision models.
Key Results
- 99.5% defect detection
- 70% reduction in QC costs
- Zero false negatives
YOLO v8
NVIDIA Jetson
OpenCV
Edge AI
AI system extracting, classifying, and processing 500K+ documents monthly — invoices, claims, contracts — with human-level accuracy.
Key Results
- 90% manual work eliminated
- 95% extraction accuracy
- 4x faster processing
Document AI
BERT
OCR
Azure
Generative AI models predicting molecular structures and drug interactions, accelerating the drug discovery pipeline.
Key Results
- 60% faster candidate screening
- 10x more compounds analyzed
- 3 patents filed
AlphaFold
PyTorch
RDKit
AWS
Alternative credit scoring using ML models analyzing 200+ non-traditional data points for underbanked populations.
Key Results
- 45% more approvals
- 30% lower default rate
- Financial inclusion for 2M+ users
LightGBM
Feature Store
MLflow
GCP
GPT-powered shopping assistant handling product discovery, size recommendations, and order tracking across WhatsApp and web.
Key Results
- 50K+ conversations/month
- 22% conversion rate
- 60% support cost reduction
GPT-4
LangChain
WhatsApp API
Node.js
IoT + AI system predicting equipment failures 2-4 weeks in advance using sensor data and time-series ML models.
Key Results
- 85% fewer unplanned outages
- $8M saved annually
- 25% longer equipment life
Prophet
LSTM
IoT Hub
Azure ML
Full-stack SaaS platform for employee management, payroll, attendance, and performance reviews. Built from zero to 10,000+ active users.
Key Results
- 10K+ active users in 6 months
- 99.9% uptime SLA achieved
- $2M ARR within Year 1
React
Node.js
PostgreSQL
AWS
Custom e-commerce platform with real-time inventory sync across 50+ stores, mobile app, and AI-powered search.
Key Results
- 300% online revenue growth
- 50+ stores integrated
- 2.5s avg page load time
Next.js
Laravel
Redis
ElasticSearch
Custom project management and collaboration tool with Kanban boards, Gantt charts, resource allocation, and real-time dashboards.
Key Results
- 5K+ teams onboarded
- 40% productivity improvement
- SOC 2 certified platform
Angular
Python
MongoDB
Docker
AI-powered expense categorization and invoice processing module for Freee's cloud accounting platform. Automated bookkeeping for 300K+ SMB clients across Japan.
Key Results
- 85% automated categorization
- 300K+ businesses served
- 60% time savings for accountants
Python
BERT
Ruby on Rails
GCP
Machine learning platform for job-candidate matching and workforce analytics. NLP-powered resume parsing and cultural fit scoring for enterprise recruitment.
Key Results
- 40% faster placement rate
- 2M+ candidate profiles indexed
- 92% client satisfaction
Python
scikit-learn
ElasticSearch
AWS
High-frequency real-time bidding optimization engine processing 500K+ ad requests per second. ML-driven bid pricing and audience targeting for digital advertising.
Key Results
- 28% higher ad ROI
- 500K+ requests/sec throughput
- 35% lower cost-per-acquisition
Go
TensorFlow
Apache Kafka
Redis
Smart building management platform with IoT sensor integration for HVAC optimization. AI-driven energy forecasting and predictive maintenance across 2,000+ commercial buildings.
Key Results
- 25% energy cost reduction
- 2,000+ buildings managed
- 40% fewer HVAC failures
Python
Edge AI
MQTT
Azure IoT
AI-assisted regulatory document management and compliance tracking module. Automated FDA submission preparation and audit trail management for pharma clients.
Key Results
- 50% faster regulatory submissions
- 100% audit compliance
- 200+ pharma companies served
Java
Spring Boot
Salesforce
AWS
Real-time analytics and demand forecasting engine integrated with Toast POS. AI-powered menu optimization, staffing recommendations, and waste reduction for 80K+ restaurants.
Key Results
- 18% revenue uplift per restaurant
- 80K+ locations analyzed
- 30% food waste reduction
Python
Apache Spark
Snowflake
AWS
ML-powered customer journey optimization module for Braze's marketing platform. Predictive send-time optimization and personalized content generation for 1B+ monthly messages.
Key Results
- 35% higher open rates
- 1B+ messages optimized monthly
- 22% conversion improvement
Python
LightGBM
Kafka
GCP
AI-driven fleet routing and predictive maintenance platform processing telematics data from 500K+ connected vehicles. Real-time fuel optimization and driver safety scoring.
Key Results
- 20% fuel cost reduction
- 500K+ vehicles connected
- 35% fewer safety incidents
Python
Apache Flink
InfluxDB
AWS
Custom process mining extensions and AI-driven automation workflows for Celonis' enterprise clients. Automated bottleneck detection and process optimization across ERP systems.
Key Results
- 45% process efficiency gain
- 300+ enterprise workflows optimized
- EUR 15M client savings
Python
Apache Spark
SAP Integration
Azure
Advanced driver assistance computer vision module for Continental's ADAS platform. Real-time pedestrian detection, traffic sign recognition, and lane departure analysis.
Key Results
- 99.6% detection accuracy
- 30fps on embedded hardware
- Integrated in 5 OEM platforms
PyTorch
CUDA
C++
NVIDIA Jetson
AI-powered KYC verification and customer onboarding system. Automated document verification, facial matching, and fraud screening for 8M+ banking customers across Europe.
Key Results
- 90% automated KYC completion
- 8M+ customers onboarded
- 70% fraud screening improvement
Python
OpenCV
TensorFlow
AWS
Machine learning-based property valuation engine analyzing 50M+ listings across Southeast Asia. Automated market trend analysis, price prediction, and investment scoring.
Key Results
- 94% valuation accuracy
- 50M+ property listings analyzed
- 5 APAC markets covered
Python
XGBoost
PostgreSQL
GCP
AI-driven last-mile delivery route optimization and demand forecasting platform. Dynamic routing for 2M+ daily parcels across 6 Southeast Asian countries.
Key Results
- 30% delivery cost reduction
- 2M+ daily parcels optimized
- 15% faster delivery times
Python
OR-Tools
Redis
AWS
AI credit risk assessment and trade finance platform for SMEs across Southeast Asia. ML models analyzing financial data, trade history, and alternative data for lending decisions.
Key Results
- $500M+ loans facilitated
- 60% faster credit decisions
- 35% lower default rates
Python
LightGBM
Apache Airflow
Azure
AI-powered motor insurance claims processing and fraud detection platform. Automated damage assessment from photos, instant claim validation, and payout optimization.
Key Results
- 75% claims automated
- 3-day avg claim resolution
- 40% fraud detection improvement
Python
Computer Vision
FastAPI
AWS
IoT and AI-powered mining operations platform. Predictive equipment maintenance, ore grade prediction, and safety monitoring across 15+ mine sites.
Key Results
- 20% equipment downtime reduction
- 15+ mine sites connected
- AUD 12M operational savings
Python
Prophet
IoT Hub
Azure ML
AI-based traffic flow optimization and accident prevention system. Computer vision analyzing real-time traffic from 500+ intersections with predictive congestion management.
Key Results
- 30% congestion reduction
- 500+ intersections monitored
- 20% fewer traffic incidents
Python
YOLO
Edge Computing
GCP
Drone-based crop health monitoring and yield prediction platform using satellite imagery and computer vision. AI pest detection and irrigation optimization for 100K+ hectares.
Key Results
- 25% yield improvement
- 100K+ hectares monitored
- 40% water usage reduction
Python
TensorFlow
GIS
AWS
