Ivan Neshkov
Managing Director @ UMELLE | AI Consultant | AI App Developer | Local AI Champion
- Role
- Managing Director at Umelle
- Location
- Indianapolis, IN, US
- LinkedIn followers
- 500 followers
About Ivan Neshkov
I am an AI architect and consultant in local AI solutions. Owning my own AI and…
Experience
Managing Director
May 2023 — Present · IN, US
Drive vision, strategy and growth for a boutique software‐and‐AI consultancy focused on the insurance sector.Enterprise Application Delivery• Lead a developer team building custom, enterprise-grade applications—from requirements through deployment—to solve complex customer challenges.• Ensure tight alignment of technology architecture with business goals, delivering scalable, maintainable solutions on time and on budget.Local AI/ML Consulting & Implementation• Architect and deploy locally hosted AI/ML systems using Ollama, Hugging Face, Gradio, VS Code and Python.• Launched an internal AI server to centralize inferencing, secure data ownership and democratize model access across the team.Embedding & Insight Optimization• Optimized document-parsing pipelines to boost embedding-based insights—enabling LLMs to troubleshoot more effectively and gain a “whole-project” codebase understanding.• Pioneered tooling and lightweight agent prototypes to enhance developer productivity on constrained hardware.Strategic AI Innovation• Advise prospective clients on building and fine-tuning custom LLMs atop locally hosted infrastructure—balancing performance, privacy and cost.• Champion a culture of continuous learning, ensuring UMELLE stays at the forefront of on-prem AI/ML practices.
Education
Wabash College
History
2011 — 2015
Skills
- Spanish
- Public Speaking
- Critical Thinking
- New Business Development
- Customer Service
- Computer Security
- Social Networking
- Social Skills
- Network Security
- Start-Ups
- Social Media
- Computer Maintenance
- Technology
- Computer Repair
- Bulgarian
- Healthcare Information Technology
- Computer Proficiency
- Computer Storage
- Networking
- Cyber Security
- Storage
- Nonprofits
- Education
- Team Building
- Team Leadership
- Teamwork
- Team Management
- Strategic Planning
- Marketing Strategy
- Marketing
- Salesforce.com
- Leadership
- Microsoft Office
- Powerpoint
- Microsoft Excel
- Event Planning
- Microsoft Word
- Time Management
- Management
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.