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Kshitij Singh
Intern Software Developer specializing in healthcare data and systems analysis
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About
Candidate comes from SaaS and healthcare analytics rather than game development, but has strong end-to-end ownership experience building real-time, high-availability systems in Python/AWS. They highlight measurable impact across performance, throughput, uptime, and cost reduction, including queue optimization and predictive ICU utilization pipelines, and are looking to transfer that systems engineering foundation into Unity/gameplay work.
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Key Strengths
- End-to-end ownership of real-time system architecture and implementation
- Performance optimization with 18–22% reduction in average wait time
- Throughput improvement of 15% under peak load
- High-availability system design with 99.95% uptime
- Infrastructure cost reduction of around 60%
- Scalable microservices architecture using AWS and serverless components
- Strong CI/CD and automated testing practices
- Real-time monitoring, logging, and production issue debugging
- Predictive analytics for healthcare operations and risk modeling
- Reproducible analytical workflows and stakeholder feedback loops
Reference Highlights
- strong end-to-end ownership
- architected and deployed complex systems
- full lifecycle ownership
- reduced wait times by 18-22%
- increased throughput by 15%
- improved reliability and fairness
- solid AI systems integration experience
- scalable architecture design
- 99.95% uptime
- 60% cost reduction
- optimized latency
- fast and safe iteration
- proactive risk management
- quick resolution of live production issues
- strong diagnostics capability
- technical leadership
- thorough code review processes
- reproducible workflows
- clear effective communication
- cross-functional collaboration
- mentoring support
- guided delivery
- high-quality outcomes
Kshitij's references speak for themselves. Let us connect you.
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