Marta N.
AI Agent Developer | RAG, LangChain & Claude | Python
As an AI Agent Developer and AI Engineer, I ship production AI agents, RAG pipelines, AI automation, and Claude Code integrations for enterprise SaaS and financial services teams. My AI agents run 24/7 with observability, evals, and guardrails. 🏆 Top Rated, 100% JSS across every AI Agent Developer engagement 📊 $10K+ earned, 100+ AI Agent, RAG, AI Automation, and LLM engagements 🎯 AI Agent Developer, AI Assistant Development, RAG pipelines, AI Automation, Claude Code integrations ⚡ Part of Althera Code — an AI engineering team focused on production AI Agents, not demo pilots 💼 AI SDR Assistant in production, Microsoft Copilot + Claude integration shipped, Enterprise Multi-Agent Workflow MVP delivered ⭐⭐⭐⭐⭐ "Marta and her team are a strong AI full-stack and AI integration partner — delivering production-ready AI systems deeply integrated into our workflows." — AI SDR Assistant client, 2026 7+ years across Python and LLM systems, focused for the last 18 months on AI Agent Developer work, RAG pipelines, AI Automation, and Claude Code integrations into real business workflows. ━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD ▸ AI Agent Developer — Multi-Agent Orchestration on LangGraph & LangChain Production AI Agent architecture on LangGraph, LangChain, AutoGen, CrewAI, SmolAgents. MCP servers connecting AI Agents to live business systems. Evals, regression tests, LLMOps so the AI Agent holds up under real traffic. ▸ RAG Developer — Enterprise RAG & GraphRAG Pipelines RAG design, vector DB config (Pinecone, Weaviate, FAISS, ChromaDB), embeddings, chunking, reranking, citation grounding. GraphRAG on Neo4j. Multimodal RAG with OCR. ▸ Claude Code & AI Dev Tooling AI Developer using Claude Code + MCP for engineering workflows — scoped CLAUDE.md, sandbox-branch rollout, test-gated merges. Also Cursor, Windsurf, Bolt for AI-assisted development. AI Automation across Claude Code and MCP servers. ▸ AI Assistant Development — Chatbots, Copilots & Conversational AI AI Assistant Developer building AI Chatbots, AI Copilots, Conversational AI on Claude, OpenAI, Gemini, open-source LLMs. RAG document Q&A, Microsoft Copilot integrations. Cuts tier-1 tickets 70-80%. ▸ AI Automation & AI Integration — n8n, Claude Code, MCP & APIs Connecting AI Agents to CRM, ERP, SaaS, databases via REST API, webhooks, LangChain, MCP, n8n, Zapier, Make. ▸ AI Voice Agent Development AI Voice Agents on LiveKit, VAPI, Twilio — tool-calling, appointment booking, latency tuning, production evals. ▸ LLM Fine-Tuning Fine-tuning Llama, Qwen, Phi, DeepSeek with LoRA/QLoRA for domain-specific AI Agent behavior. Eval harness, adapter hot-swap. ▸ AI Engineer & Fractional AI Consultant — Architecture & Advisory AI Agent roadmap, architecture review, LLM/RAG stack selection, build-vs-buy scoping. ━━━━━━━━━━━━━━━━━━━━━ WHO I WORK WITH 🎯 SaaS and enterprise teams building AI Agents, AI Assistants, AI Automation — not one-off pilots 🎯 Fintech, healthcare, manufacturing, regulated verticals with real data and real stakes 🎯 Funded startups moving an AI Agent MVP into production 🎯 Clients on retainer or T&M who value senior AI Agent Developer judgment ━━━━━━━━━━━━━━━━━━━━━ MY PROCESS 1️⃣ Discovery — your AI Agent or RAG use case, current stack, production needs 2️⃣ Architecture proposal — AI Agent flow, tool boundaries, fallback, eval plan, delivered in a week 3️⃣ Build and ship — production-grade AI Agent with evals, regression tests, LLMOps 4️⃣ Handoff or stay — train your team, or stay on as Fractional AI Consultant ━━━━━━━━━━━━━━━━━━━━━ DELIVERY NUMBERS 75% avg reduction in manual ops · 3x faster feature shipping · 80% tier-1 support automated by AI Assistants ━━━━━━━━━━━━━━━━━━━━━ CORE TECH STACK LLMs: OpenAI (GPT-4o, o1), Claude, Gemini, Llama, Qwen 2.5, DeepSeek, Mistral, Whisper, LoRA/QLoRA AI Agents: LangChain, LangGraph, LlamaIndex, AutoGen, CrewAI, SmolAgents, MCP, Multi-Agent, Agentic AI AI Dev Tools: Claude Code, Cursor, Windsurf, Bolt, MCP servers RAG: Pinecone, Weaviate, FAISS, ChromaDB, Neo4j, GraphRAG, LightRAG, Embeddings, Reranking Voice: LiveKit, VAPI, Twilio, WebRTC, Deepgram, ElevenLabs, PaddleOCR LLMOps: FastAPI, LangSmith, Langfuse, evals, observability, guardrails, prompt versioning AI Automation: n8n, Zapier, Make, REST API, webhooks, Microsoft Copilot, GitHub Actions Full Stack: Python, TypeScript, React, Node.js, .NET, PostgreSQL, MongoDB, AWS/GCP/Azure ━━━━━━━━━━━━━━━━━━━━━ INDUSTRIES Manufacturing | Construction | SaaS | Fintech | Healthcare | E-commerce | Real Estate | HR Tech 📩 Send me your current workflow. I will tell you within 24 hours where AI Automation and AI Agents can remove the most manual work and what it would take to build it.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $5.3k
Billed in all: $21,343$21k
$1.3k in the last 6 months
Earnings, last 30 days
Skill rankings: Top 14% in Natural Language Processing
Ranked by MRR among everyone on Upwork with the skill.
- #20Vector Embedding107 freelancers · 🇺🇦 #2Top 19%🇺🇦#2 of 7
- #276AI Bot1,765 freelancers · 🇺🇦 #10Top 16%🇺🇦#10 of 76
- #366Natural Language Processing2,688 freelancers · 🇺🇦 #20Top 14%🇺🇦#20 of 115
- #366AI Model Integration1,618 freelancers · 🇺🇦 #18Top 23%🇺🇦#18 of 67
- #431LLM Prompt Engineering2,457 freelancers · 🇺🇦 #16Top 18%🇺🇦#16 of 78
- #440Prompt Engineering2,859 freelancers · 🇺🇦 #14Top 15%🇺🇦#14 of 84
- #768LangChain3,821 freelancers · 🇺🇦 #25Top 20%🇺🇦#25 of 109
- #855FastAPI4,337 freelancers · 🇺🇦 #43Top 20%🇺🇦#43 of 188