
Gurusewak Singh
AI Engineer
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AI/ML Developer Intern
NxtHub Consulting Pvt Ltd • Fulltime
Aug 2025 - Oct 2025 • 2 mos
Engineered an end-to-end automated content generation pipeline using Qwen3-Coder-30B LLM for collegese.com, processing CSV inputs (college names, academic branches) to produce SEO-optimized, structured website content for 1,000+ institutions, reducing manual content creation time by 85%. Deployed and orchestrated 5 parallel Qwen3-Coder-30B instances across Azure A100 GPU VMs with load-balanced RESTful APIs, achieving 3x throughput improvement and 99.5% uptime for high-volume production inference workloads generating 500+ pages per day. Optimized multi-stage prompt engineering strategies through iterative testing and refinement, improving content quality scores by 40% and reducing hallucination rates by 60% compared to baseline zero-shot generation approaches. Implemented robust error handling and logging mechanisms for the inference pipeline, enabling real-time monitoring and debugging that reduced system downtime by 75% during production deployment.