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Juan L.
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Juan L.

Reverse Engineering | LLM + Agent AI Infra | Python, Go, Rust, C#, C++

I take on engineering that the obvious options failed at. Reverse engineering undocumented APIs, running private LLM infrastructure on your own hardware, rewriting legacy backends, and rebuilding Codex, Claude Code, Cursor, Manus, Lovable, Bolt, or v0 prototypes as production-grade systems. Reverse engineering and undocumented API work: I turn black-box systems into structured, documented APIs. Recent work includes reverse-engineering a Flutter mobile app's auth flow and endpoint mapping for a TechCrunch-featured platform with 2.5M+ users, HAR-driven recon of multi-stage e-commerce order-capture flows, and building my own queryable database toolchain for HTTP traffic analysis (HAR/SAZ indexing, token tracing across captures, AI-assisted endpoint discovery). LLM and Agent AI infrastructure: I run and deploy production AI agents on local hardware, VPS, and self-hosted multi-GPU inference. Stack: llama-swap per-node manager, cluster router with FIFO queue, WhisperX transcription with diarization and voice-fingerprint enrollment, OpenClaw, Claude Code, MCP servers, custom Python tooling, RAG pipelines, Ollama optimization. If you need private inference (legal, medical, financial, defense-adjacent) without sending tokens to Anthropic or OpenAI, I have the stack running. Legacy backend rewrites and migrations. Fixed-price after a paid Discovery Sprint, never exploratory. I read .NET, ASP.NET Identity, SQL Server, and write Python. Drop-in replacements preserving schema and session model, parity contract tests, zero-downtime cutover. Scope locked at Discovery Sprint end. I also do smart contract security audits (Code4rena and CodeHawks track record, findings across 8 protocols in a single campaign week), low-level binary RE (PS2 C++ static recompilation, Halogen project), and anti-detection scraping at scale. I scope upfront, ship what was scoped, and build reliable, antifragile systems. Available when you need more.

🇺🇸Las Vegas, United States$75/hr100% JSS5.00 (8)Since Jun 2025

Earnings and projects

MRR
$173

Last 6 months ÷ 6

World#118,379 / 412k
🇺🇸Country#16,388 / 62.1k
Revenue, last 30 days
$500

Last 6 months: $1k

World#62,841 / 412k
🇺🇸Country#8,299 / 62.1k
Total earnings
$7k

Billed in all: $7k

World#225,836 / 412k
🇺🇸Country#35,805 / 62.1k
Per project
$469

$519 in the last 6 months

World#188,677 / 412k
🇺🇸Country#31,596 / 62.1k
Projects, last 6 months
2
100% fixed0% hourly
World#88,918 / 412k
🇺🇸Country#11,762 / 62.1k
Projects in all
15
100% fixed0% hourly
World#161,377 / 412k
🇺🇸Country#23,182 / 62.1k

Earnings, last 30 days

$7k+$500 earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$6,500$6,750$7,000$7,250Oct 8Oct 23Nov 7

Skill rankings: Top 18% in SQLite

Ranked by MRR among everyone on Upwork with the skill.

  1. #8Whisper AI38 freelancers · 🇺🇸 #1Top 21%
  2. #21HTTP91 freelancers · 🇺🇸 #1Top 23%
  3. #99.NET Stack276 freelancers · 🇺🇸 #20Top 36%
  4. #124SQLite680 freelancers · 🇺🇸 #11Top 18%
  5. #151Browser Automation444 freelancers · 🇺🇸 #13Top 34%
  6. #197Rust888 freelancers · 🇺🇸 #29Top 22%
  7. #264Reverse Engineering721 freelancers · 🇺🇸 #40Top 37%
  8. #460Golang2,195 freelancers · 🇺🇸 #46Top 21%