You will get Secure B2B RAG PoC: Turn Your Messy PDFs into an AI Knowledge Base
Rising Talent
Rising Talent
Project details
Stop building AI on a foundation of "dirty data".
95% of RAG systems fail because they cannot correctly parse complex document structures. I solve this bottleneck.
What I deliver in this PoC:
Advanced Extraction: 100% accuracy for nested tables, handwritten grids, and non-searchable scans.
Semantic Logic: Intelligent chunking that preserves context—not just splitting text by characters.
Verifiable AI: A prototype where every answer includes a link to the exact source paragraph.
Why work with me?
EU-based & GDPR Compliant: Your data security is my priority.
Healthcare & Maritime Background: I bring engineering discipline to AI development.
The 7-Day Guarantee: We start with a pilot. If I can't parse your data with 99%+ accuracy, we don't scale. Let's fix your data foundation today.
95% of RAG systems fail because they cannot correctly parse complex document structures. I solve this bottleneck.
What I deliver in this PoC:
Advanced Extraction: 100% accuracy for nested tables, handwritten grids, and non-searchable scans.
Semantic Logic: Intelligent chunking that preserves context—not just splitting text by characters.
Verifiable AI: A prototype where every answer includes a link to the exact source paragraph.
Why work with me?
EU-based & GDPR Compliant: Your data security is my priority.
Healthcare & Maritime Background: I bring engineering discipline to AI development.
The 7-Day Guarantee: We start with a pilot. If I can't parse your data with 99%+ accuracy, we don't scale. Let's fix your data foundation today.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI-Enhanced Classification, Image Analysis, Natural Language Understanding, Text RecognitionAI Development Language
PythonAI Tools
Adobe Firefly, Azure OpenAI, Hugging Face, PyTorch, StreamlitAI Models
ChatGPT, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$3,000
|
Advanced
$9,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 30 days |
Number of Revisions | 2 | 3 | 5 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | |||
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | - |
Source Code |
Frequently asked questions
About Mark
AI Reliability Architect | Fail-Safe Deterministic Gates (EU/GDPR)
Vilnius, Lithuania - 9:47 pm local time
As organizations expand their reliance on autonomous systems, the insurance market is tightening due to a lack of reconstructible risk data. I architect Deterministic AI Co-Processors (MARCH) that turn probabilistic "black boxes" into bankable, insurable assets.
My systems don't just process data; they enforce Deterministic Governance through:
- Execution Gates: Action is triggered only when the signal outweighs noise (Γ(t)=1) .
- Poison Pill Protocol: The engine securely halts rather than hallucinating if state invariants are violated .
- Audit-Ready Hashes: Every state transition generates a verifiable proof of execution for regulators and underwriters
Steps for completing your project
After purchasing the project, send requirements so Mark can start the project.
Delivery time starts when Mark receives requirements from you.
Mark works on your project following the steps below.
Revisions may occur after the delivery date.
Data Audit & Template Selection
We review your source documents (PDFs/Images) to identify the optimal extraction strategy.
Pipeline Engineering & OCR Tuning
I develop the custom ETL script and tune the OCR models (LlamaParse/Unstructured) for your specific document layout.