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work, work!
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work, work!

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jorgesandoval/README.md
Jorge Sandoval โ€” Player One โ€” AI/ML Engineer

๐Ÿ•น๏ธ A SENIOR AI/ML ENGINEER HAS ENTERED THE GAME ๐Ÿ•น๏ธ

Profile views Focus Level Status


โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘  SELECT YOUR ENGINEER                                            โ•‘
โ•‘                                                                  โ•‘
โ•‘  โ–ถ JORGE SANDOVAL                                                โ•‘
โ•‘    Spec: LLMOps / RAG / Fine-tuning / Agent Architectures        โ•‘
โ•‘    Passive ability: 15 yrs of DBA lore (Oracle, PostgreSQL...)   โ•‘
โ•‘    Ultimate: ships ML to production, not just to notebooks       โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•

๐ŸŽฎ Character Attributes

RPG-style skill attributes

๐Ÿ—บ๏ธ Quest Log

Status Quest Loot
โœ… Main Quest: Build & deploy end-to-end LLM systems โ€” RAG, fine-tuning (QLoRA/DPO/GRPO), multi-agent orchestration Production XP
โœ… Dungeon cleared: Implemented LLM post-training (CPT โ†’ SFT โ†’ DPO โ†’ GRPO) from scratch in pure PyTorch Deep understanding +100
โœ… Boss defeated: 15 years as Relational DBA (Oracle, DB2, SQL Server, PostgreSQL, MySQL) WIS +20
โœ… Side quest: Published research on ensemble learning & energy forecasting ๐Ÿ“œ Scrolls of Science
โœ… Guild leadership: Former Deputy Secretary of Science, Technology & Innovation (Santa Catarina, Brazil) CHA +15
๐Ÿ”„ Daily quest: Building MCP servers, agentic tooling & voice-driven dev workflows In progress...

โš”๏ธ Inventory

Python PyTorch LangChain Docker AWS Azure PostgreSQL Oracle Jupyter Hugging Face

๐Ÿ† Achievements Unlocked

 ๐Ÿ… PhD COMPLETIONIST ......... Ph.D. in Industrial & Systems Engineering
 ๐Ÿ… ARCANE SCHOLAR ............ M.Sc. in Applied Computing (AI)
 ๐Ÿ… FULL STACK OF DATA ........ DBA โ†’ Data Scientist โ†’ ML Engineer evolution line
 ๐Ÿ… PUBLISHED AUTHOR .......... Peer-reviewed papers on ML & forecasting
 ๐Ÿ… KNOWLEDGE SHARER .......... University professor & 18+ technical articles
 ๐Ÿ… PUBLIC SERVANT ............ Government tech leadership

๐Ÿ The Snake Devours My Contributions

Snake game eating my GitHub contributions

๐Ÿ“Š High Scores

๐Ÿช™ Insert Coin to Connect

        โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
        โ”‚   CONTINUE?   10 ... 9 ... 8 ...    โ”‚
        โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

LinkedIn GitHub

Always up for co-op mode: new ideas, projects, or the latest in AI engineering.

GAME SAVED. THANKS FOR PLAYING. โญ

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