Oleg Nikeshin
AI implementation, automation, and integration specialist focused on structured production-ready systems.
Remote · AI Implementation / Automation / Integration
Oleg Nikeshin
I build AI-driven workflows, automation logic, and integration-heavy systems that turn fragmented requirements into working production solutions.
My focus is practical implementation: bot workflows, RAG/LLM layers, API and webhook diagnostics, incident investigation, and structured system design.
Core profile
Implementation
Main mode
Workflow-first
Best at
System clarity
Focus
Production
What I do
How I work
Workflow-first instead of unnecessary complexity
Root-cause focus instead of patching symptoms
Structured systems instead of fragmented flows
Production-ready thinking instead of demo-only logic
Selected cases
Practical implementation work across customer support automation, agent-based workflows, reusable modules, and integration-heavy bot systems.
PEC Omnichannel Support Bot
Chatme.ai · AI Implementation / Automation
- Built a support bot for a new omnichannel platform from scratch.
- Designed a large-scale workflow with about 2,500 slots.
- Implemented a RAG-based Q&A layer in fallback and selected intent paths.
- Helped increase production automation from 40% to 69%.
Antiplagiat Agent-Based Workflow Bot
Chatme.ai · Workflow-first agentic implementation
- Built an agent-based support bot from scratch using a workflow-first approach.
- Used LLM-based routing to represent agent behavior inside a slot-based structure.
- Proposed a simpler architecture with unified logic and analytics.
- Delivered a test-ready solution approved for rollout.
Reusable CS-Cart FAQ Add-on
Freelance · Support automation product module
- Built a reusable FAQ chat add-on for CS-Cart marketplace support use cases.
- Implemented configurable FAQ logic, feedback collection, CSV export, and token tracking.
- Integrated LLM-based intent classification with controlled response logic.
- Designed the module for repeatable setup across projects.
Telegram Candidate Onboarding Bot
Freelance · Python / aiogram / FastAPI / Redis
- Implemented multi-step candidate onboarding and vacancy recommendation flows.
- Built questionnaire logic for role, city, schedule, experience, and salary preferences.
- Integrated authorization, resume checks, vacancy retrieval, and deep links.
- Supported production deployment on VPS, analyzed logs, and coordinated fixes.
Experience snapshot
Chatme.ai
AI Implementation / Automation / Technical Support Engineer · 09/2025 – Present
Freelance / Independent Projects
Bot / Automation / Integration Developer · 10/2025 – Present
Simtech Development / Asap Lab
Technical Support Specialist · 12/2020 – 08/2021
Education & courses
Kazan Federal University
Master's Degree in Law
Courses
CS50x: Introduction to Computer Science
CS50 Web Programming with Python and JavaScript
Languages
Russian (Native), English (B2)
Open to remote AI implementation and automation roles
Interested in AI implementation, automation, integrations, technical solutions, and workflow-focused production roles.