i
ineshkov

Ivan Neshkov

@ineshkov

AI Training Data Specialist Documents to Fine Tuning Datasets

Bulgaria
English, Bulgarian
About me
Founder of UMELLE, a custom software company serving the insurance and finance sectors. I build AI-powered document intelligence systems and create training datasets from business documents for LLM fine-tuning. Send me your PDFs, policies, or manuals. I deliver verified Alpaca-format JSONL datasets with multi-angle QA pairs (factual, conditional, exclusion reasoning) plus cross-document synthesis. 6+ years in software development with deep domain expertise in insurance and finance documentation. Every pair is reviewed against the source text before delivery.... Read more

Skills

i
ineshkov
Ivan Neshkov
Offline • 
Average response time: 1 hour

See my services

AI Model Fine-Tuning
I will create high quality training datasets from your documents for llm fine tuning
From$120 / projectMore details
AI Model Fine-Tuning
I will fine tune a private ai model on your documents, runs fully locally
From$250 / projectMore details

Work experience

Founder & Managing Director

UMELLE • Full-time

Apr 2023 - Present • 3 yrs 1 mo

Custom software solutions for the insurance and finance sectors. Building AI-powered document intelligence systems, RAG pipelines, and LLM fine-tuning workflows for domain-specific applications.

DXC_Technology

BeNeLux-France and Italy Portfolio Operations Manager

DXC Technology • Full-time

Aug 2021 - Mar 2022 • 7 mos

Led teams of 10-20 people on technology projects. Resource planning, process optimization, and project management for enterprise workplace services delivery.