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Durgasantosh G
Junior Software Engineer specializing in cloud-native microservices and applied AI/ML
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About
Built and deployed a production AI accessibility platform that turns chart and image-based graphs into real-time audio narratives for visually impaired users. Implemented a ResNet-based CV + OCR + NLP + TTS pipeline and improved performance through preprocessing, Redis caching, and Kubernetes autoscaling/rolling updates on AWS to handle traffic spikes with no downtime.
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Key Strengths
- Built and deployed an AI accessibility platform converting charts/graphs to real-time audio narratives
- End-to-end multimodal pipeline design (CV + OCR + NLP + TTS)
- Improved OCR accuracy via image preprocessing and NLP-based validation
- Reduced latency using asynchronous microservices and Redis caching
- Production deployment on AWS with Docker + Kubernetes, including autoscaling and rolling updates for zero downtime
- Reliability-focused evaluation using modular testing plus production monitoring/alerts
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