Ramazanov Yernur
@ramazanovyernur
AI & Data Analytics professional building intelligent automation and data-driven solutions.
What I'm looking for
I’m an AI & Data Analytics student at Narxoz University, focused on turning messy real-world problems into reliable automation and analytics. I’m hands-on by default—building systems that can parse complex documents, improve service quality, and surface actionable insights from operational data.
In my AI Engineer intern work at Centras Capital Group, I designed and implemented production-style AI automation. I built a Hybrid Parsing and Semantic Analysis system for B2B price lists using Python (FastAPI) and OpenAI Vision (GPT-4o), including smart routing with regex for text PDFs and a vision pipeline for scanned documents—bypassing token limits and eliminating critical Out-Of-Memory (OOM) server crashes.
I also developed an Intelligent Telegram AI Agent for B2C customer support using n8n, OpenAI models, and Google Sheets as a dynamic knowledge base. I engineered request routing, guardrails to filter off-topic queries, and a handoff mechanism to live operators—so the bot stays accurate while escalating when needed.
Alongside AI, I’ve strengthened my analytical and product instincts through a Data Analytics & Machine Learning internship and a React frontend internship. I evaluated a Random Forest Regressor for salary prediction with MAE, RMSE, and R², and shipped role-based UI flows for a course marketplace—plus I’ve gained operational quality discipline as a Junior QA at CyberNet AI.
Experience
Work history, roles, and key accomplishments
Worked as a Junior QA at CyberNet AI.
Founder of ZholdasApp.
As a Junior Account Manager at BIOMETRIC TECHNOLOGY Inc, I support client and partner communication, account coordination, and daily operational processes.
My responsibilities include handling client requests, preparing reports, monitoring service quality, coordinating with technical and support teams, and assisting with issue resolution. I also analyze reports and operational data to identify e
Designed and implemented AI solutions to automate business processes and improve customer service quality.
1. Hybrid Parsing and Semantic Analysis System for Price Lists (B2B)
-Developed a Python (FastAPI) architecture for automated data extraction from complex medical documents (digital PDFs and scanned files with stamps/signatures).
-Implemented a smart routing algorithm: text-based PDFs are pro
• Analyzed IT job market data in Kazakhstan to identify key factors influencing salary levels.
• Collected and cleaned real-world job vacancy data, handling missing values and salary inconsistencies.
• Performed exploratory data analysis (EDA) to study salary distributions, experience levels, and employment types.
• Built a machine learning model (Random Forest Regressor) to predict salary values
• Developed a course marketplace web application using React.
• Implemented role-based access control with separate functionality for admin, mentor, and student roles.
• Built user flows for browsing, purchasing, and accessing course content after enrollment.
• Simulated backend logic and data persistence using a JSON-based data storage.
• Designed dynamic UI components and managed application sta
Education
Degrees, certifications, and relevant coursework
Narxoz University
Bachelor's degree, Information Technology
2024 - 2027
Outpeer KZ
AI Engineer (Professional Training)
2025 - 2026
Currently studying AI engineering with a project-driven approach,
covering machine learning, data analysis, and practical AI applications.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/DigitalEnginerJob categories
Skills
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