Kamal Soft
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Case Studies

Every project.

Real results.

7 production deployments across healthcare, insurance, automotive, legal, logistics, and manufacturing. Every number below is real.

Healthcare

WoundCare AI

WoundCare AI · Computer Vision

94.2%

Classification accuracy

18 min

Time saved per assessment

12+

Facilities deployed

250K+

Wound images analysed

Clinical-grade AI wound assessment platform: custom Flutter mobile app with camera overlay UI, PyTorch computer vision model, FastAPI backend, and HIPAA-compliant AWS infrastructure, deployed across 12+ healthcare facilities.

Computer VisionHealthcare AIHIPAAFlutter MobileFastAPIPyTorchAWS
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Insurance

AI Quote Engine

InsureTech Startup · Multi-Agent AI

95%

Quote time reduction

15+

Carriers integrated

99.1%

Accuracy vs manual review

8,000+

Monthly quotes processed

Intelligent multi-provider quoting SaaS that orchestrates a fleet of AI agents to gather requirements, validate eligibility across 15+ carriers, compare policies, and generate personalised insurance recommendations in minutes.

Multi-Agent AIInsuranceLangGraphFastAPINext.js
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Automotive

Automotive Dealer Studio

European Automotive Group · AI-Powered Platform

+62%

Search relevance improvement

+41%

Listing engagement uplift

3,200+

Price anomalies caught monthly

180K+

Active listings indexed

Full-stack AI automotive marketplace: Next.js frontend, Python FastAPI backend with Celery async workers, PostgreSQL + pgvector, and three interconnected AI systems powering 180,000+ active listings.

Semantic SearchRAGNext.jsFastAPICeleryPostgreSQLpgvector
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Professional Services

Enterprise Knowledge Hub

Global Consultancy · RAG System

2M+

Documents indexed

98.3%

Retrieval accuracy

<2s

Response latency

14

Knowledge bases unified

Multi-source RAG platform ingesting 2M+ documents across 14 enterprise systems. Delivers cited, grounded answers with sub-2s latency and 98.3% retrieval accuracy.

RAGLangChainPineconeFastAPINext.js
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Logistics

Supply Chain AI Assistant

Logistics Enterprise · Multi-Agent AI

73%

Query resolution rate

60+

Countries covered

4 min

Avg resolution time

-65%

Cost per query

Conversational AI assistant with real-time access to inventory, shipment, and supplier APIs. Resolves over 70% of supply chain queries autonomously across 60+ country operations.

Multi-AgentConversational AIRAGFastAPIReact
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Manufacturing

Retail Vision QC

Consumer Goods Manufacturer · Computer Vision

99.7%

Defect detection precision

120/min

Inspection throughput

4

Manufacturing sites

0.08%

False positive rate

Real-time computer vision quality control system deployed on production lines, detecting defects and packaging errors at 99.7% precision across 4 manufacturing sites.

Computer VisionYOLOEdge AIPythonTensorRT
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