Open to opportunities

Rohit Nair

@rohitnair2

Message

AI engineer building production LLM applications and autonomous agents.

Finland

Message

What I'm looking for

I’m looking for entry-level AI or data roles in Finland where I can build and deploy LLM-powered products end-to-end—RAG, agents, and automation—using production-ready engineering and strong cloud practices.

I’m transitioning into AI engineering with a focus on building and shipping LLM-powered applications that work reliably in production. I’ve independently developed and deployed five production AI projects, spanning RAG chatbots, autonomous AI agents, automated content pipelines, and natural language interfaces.

In my projects, I use LangChain with OpenAI and Anthropic Claude APIs to deliver end-to-end systems: retrieval (including multi-query MMR), anti-hallucination guardrails, and user-facing conversational experiences. I’ve also built automated pipelines that generate scripts with AI, produce TTS audio, render videos, and publish to live channels with zero manual intervention.

Across cloud infrastructure, I’m comfortable deploying and operating services with strong uptime and performance. With four years of professional experience in Finland and an M.Sc background, I’m now seeking entry-level AI or data roles in Finland’s tech ecosystem where I can keep shipping impactful AI products.

Experience

Work history, roles, and key accomplishments

Current

Shift Manager (Part-time)

Current

McDonald's

Jun 2022 - Present (4 years)

Led teams of 10–30 staff, tracking daily sales and operational KPIs to support scheduling and resource decisions.

Team Leadership Staff Scheduling KPI Tracking Operations Management Staff Management Sales Reporting Customer Service Performance Metrics

Freelance Event Manager

Various Organisations

Oct 2017 - Feb 2022 (4 years 4 months)

Managed end-to-end delivery of large-scale events (1,000+ attendees) and advised clients on market-entry strategy, achieving an average 15% revenue uplift.

Event Management Business Development Market Entry Strategy Client Consulting Stakeholder Management Revenue Growth Program Coordination

Education

Degrees, certifications, and relevant coursework

JAMK University of Applied Sciences

Master of Science (M.Sc.) in International Business Management, International Business Management

Completed an M.Sc. in International Business Management in Finland, graduating in December 2024. Thesis focused on data-driven market entry strategies for European companies in emerging markets.