Daniel Hami

RPA & AI Agent Developer — Designing intelligent automation systems and developer-focused solutions. Merging business insight with systems engineering to create efficient, scalable, and reliable AI-driven workflows.

View Work danihami44@gmail.com

Based in Budapest, Hungary

Open to remote work

AI Systems + RPA

RAG, agents, benchmarks

Currently available

Start within a month

Daniel at work
82%

automation success

780ms

robot response

1.2k

tests

Recent Work

View all
RAG dashboard
RPA

RPA workflow report generation

Hybrid search, chunking, schema‑aware re‑ranking, observability.

Agentic workflow
RPA

Automated password creation in TOPdesk

Multi‑tool planning, retries, guardrails, tracing via OpenTelemetry.

Code copilot
RPA

SAP requisition entry automation

Inline suggestions, context windows, evals, and latency budgets.

Data pipeline
RPA

SAP custom invoice automation

Streaming data processing with Apache Kafka and real‑time dashboards.

ML model
Agents

Incoming email analysis agent

Fine‑tuned transformers for domain‑specific tasks with custom datasets.

API system
Agents

AI-based free product selection

Microservices architecture with GraphQL, Redis caching, and auto‑scaling.

Driving innovation in Automation and AI

Focused on advancing workflow automation, intelligent document processing, and agent-based business operations through innovative and scalable technologies

Automation
Extraction
Intelligence
Agents
Optimization
Efficiency
Insights

Tech Stack

RPA & Automation

UiPath Power Automate VBA for process automation OCR Automation Anywhere

AI & Backend

Python 3.11+ FastAPI LangChain OpenAI API Claude API vLLM Ollama

Focus areas: End-to-end process automation, building and deploying RPA workflows with AI integration (document understanding, classification, and autonomous agents), optimizing enterprise automation, production-ready automation pipelines, and low-latency AI solutions.

RAG Pipeline

~42 lines 
from fastapi import FastAPI
            from rag import embed, search, rerank, answer
            from tracers import trace
            app = FastAPI()
            @app.post("/ask")
            @trace("ask")
            def ask(q: str, user_id: str):
            q_vec = embed(q)
            ranked = rerank(q, chunks)[:6]
            return answer(q, ranked, tools=["browser", "code"], guardrails=True)

Timeline

  1. 2025

    Independent RPA & AI Developer

    Automating enterprise and financial processes with UiPath, developing AI-powered agents for document extraction, classification, and workflow support for professional teams.

  2. 2024 — 2025

    Automation Specialist

    Automated business, financial, and administrative processes on the UiPath platform, as well as automated data processing and business reporting.

  3. 2017 — 2021

    Frontend Engineer — Commerce

    Developed web-based platforms, responsive e-commerce sites on React/Node.js, focused on mobile optimization and performance.

Automation & AI Evals

Continuous evaluation of automation workflows, robotic process efficiency, and intelligent agent performance across enterprise workloads.

Success Rates by Process (weekly)

Live data
Current best
82%
+4% this week
Context win
+10% RAG
vs baseline
Latency p95
780ms
Within SLA

Eval Categories

Automated workflow completion 87%
Data extraction accuracy 82%
Agent-assisted decision support 76%
Error handling effectiveness 73%

Recent Tests

GPT-4o prompt optimization
2 hours ago
Claude-3.5 tool calling
6 hours ago
RAG chunk size A/B test
12 hours ago

Evaluation Framework

1,247 total tests

Automated testing pipeline using process logs, business rule validation, and user feedback. Tracks workflow reliability, extraction accuracy, exception rates, and satisfaction across RPA/AI deployments.

Workspace

About

Experienced in delivering end-to-end automation solutions: RPA design and deployment, process analysis, AI-driven document processing, and integration of intelligent agents. Focused on business process efficiency, cost reduction, and secure automation — with a strong emphasis on user and developer experience.

3+

Years

120+

Projects

10M

Tokens over 3 years

Currently learning

Structured outputs, memory architectures, and low‑latency tool use with vLLM + GPU batching.

Get in touch

Have a project in mind or want to discuss potential opportunities?

Contact Information

Location

Budapest, Hungary

Response Time

Within 24 hours

I'm available for freelance work and consulting opportunities. Let's discuss how I can help automate your processes and build intelligent solutions.

Build with AI.

Email

danihami44@gmail.com

Schedule

Book a call

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© Daniel Hami — Available for freelance & contracts2025