Hello

Hello World!👋

I’m Pratyush Singh a software engineer and researcher who loves building back-end systems that just work and front-end moments that make people smile. From Siemens production floors to cutting-edge AI labs at Clemson University, I solve real problems with clean architecture, a dash of curiosity, and a relentless drive for better performance.

Developer

What I Do

Backend

Clemson University – Graduate Research & Teaching Assistantt

Jan 2025 – Present · Clemson, SC

  • Hugging Face logo

💥 Mixture-of-Experts LLM training – build and evaluate PyTorch MoE models on Google Colab to improve routing efficiency, modularity, and explainability.

💥 Iterative fine-tuning workflow – collect task-specific datasets, fine-tune base- and chat-scale models, then compare outputs before and after tuning to steer development toward research goals.

💥 Cloud-computing course mentor – guided 10 0 + students through AWS, virtualization, and distributed-systems labs, grading assignments and unblocking infrastructure issues.

LLM

Siemens – Software Engineer

Feb 2022 – Jul 2024 · Bengaluru, IN

    💥 Microservices that scale: Designed and shipped Java + Spring Boot services for an industrial-networking planner, clean REST contracts and Docker/K8s deployments keep each module independent and easy to extend.

    💥 Latency sliced by 35 %: Indexed Neo4j graphs, tuned PostgreSQL queries, and introduced Redis caching—bringing most API calls under 100 ms even at peak plant traffic.

    💥 CI/CD on autopilot: Built a GitLab pipeline with Helm charts and Sonar gates, shrinking release time from hours to minutes and guaranteeing every commit meets quality thresholds.

Cloud

Mediatech Pvt. Ltd. – Software Engineering Intern

May 2019 – Jun 2019 · Mumbai, IN

💥 Secure auth & payments: Built JWT-based login plus third-party payment-gateway integration, hardening transaction reliability for the e-commerce platform.

💥 Real-time admin dashboard: Developed a responsive JavaScript / HTML / CSS interface with AJAX updates for sales, inventory, and transaction tracking, streamlining back-office workflows.