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class SamuelJayasingh:
role = "Junior Software Engineer – AI @ Spritle Software"
focus = ["agentic AI", "ml/dl/rl systems", "generative models", "MCP protocol", "RAG pipelines"]
currently = "building multi-agent systems & fine-tuning generative models"
education = "B.Tech AI & Data Science · Rajalakshmi Institute of Technology"
asks = "how do we make LLMs actually useful in production?"> cat /proc/tools
〔 ai · ml · llms 〕
〔 backend · infra · cloud 〕
〔 languages 〕
> tail -f ~/.wakatime/coding.log
Python 36 hrs 22 mins ████████▓░░░░░░░░░░░░░░░░ 34.77 %
HTML 15 hrs 12 mins ███▓░░░░░░░░░░░░░░░░░░░░░ 14.53 %
TypeScript 11 hrs 27 mins ██▓░░░░░░░░░░░░░░░░░░░░░░ 10.96 %
Other 6 hrs 29 mins █▓░░░░░░░░░░░░░░░░░░░░░░░ 06.20 %
Markdown 5 hrs 55 mins █▒░░░░░░░░░░░░░░░░░░░░░░░ 05.66 %> sudo ./space-shooter --invaders contributors
> fortune | cowsay
0 days since last production incident · Chennai, India