I am a Software & AI Systems Engineer with a strong focus on building scalable platforms that serve a variety of domains including e-commerce, education, agriculture, and video analytics. My expertise spans backend development, AI model integration, real-time video processing, and external APIs. I’m passionate about creating platforms that are reliable, modular, and designed to have a meaningful impact. Over the years, I have developed and led projects that cover a broad spectrum of startup needs—from data flow and analytics to DevOps and systems integration. I enjoy working on complex engineering challenges and delivering efficient, user-friendly solutions that help businesses grow and innovate.

Andrei Ivannikov

I am a Software & AI Systems Engineer with a strong focus on building scalable platforms that serve a variety of domains including e-commerce, education, agriculture, and video analytics. My expertise spans backend development, AI model integration, real-time video processing, and external APIs. I’m passionate about creating platforms that are reliable, modular, and designed to have a meaningful impact. Over the years, I have developed and led projects that cover a broad spectrum of startup needs—from data flow and analytics to DevOps and systems integration. I enjoy working on complex engineering challenges and delivering efficient, user-friendly solutions that help businesses grow and innovate.

Available to hire

I am a Software & AI Systems Engineer with a strong focus on building scalable platforms that serve a variety of domains including e-commerce, education, agriculture, and video analytics. My expertise spans backend development, AI model integration, real-time video processing, and external APIs. I’m passionate about creating platforms that are reliable, modular, and designed to have a meaningful impact.

Over the years, I have developed and led projects that cover a broad spectrum of startup needs—from data flow and analytics to DevOps and systems integration. I enjoy working on complex engineering challenges and delivering efficient, user-friendly solutions that help businesses grow and innovate.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

English
Advanced
Russian
Fluent
Turkish
Intermediate

Work Experience

AI Sales Assistant at AI & Analytics Systems
July 31, 2025 - July 24, 2025
Served as System Architect & Lead Backend Developer. Implemented cost-effective solutions that reduced project expenses by 20%. Streamlined project workflows that enhanced overall efficiency by 25%. Led a team to successfully deliver a complex engineering project on time and within allocated budget.
AI Engineer & System Developer at AgroVision – Plant Health Analytics Platform
January 31, 2025 - July 24, 2025
Built a U-Net + classifier model to segment leaves, fruits, and plant diseases. Integrated real-time webcam and drone-based detection with class-wise heatmaps. Designed dashboards for crop health analytics and dynamic infection tracking using technologies like PyTorch, OpenCV, FastAPI, Streamlit, and YOLOv8.
CV Engineer & Developer at AI Factory Inspector – Industrial Video Analytics
June 1, 2025 - Present
Created PPE detection system (helmets, vests, tools) using YOLOv8. Added Kalman-based tracking and live video overlay visualization. Delivered both EXE (desktop) and Streamlit (web) applications. Worked with YOLOv8, OpenCV, Kalman filter, Python, Streamlit, and EXE build tools.
Backend Developer & Mobile System Integrator at Android TV & Web Video Platform
February 28, 2025 - July 24, 2025
Built a streaming system for TV and mobile with video categorization and HLS conversion. Developed an Android TV interface using Jetpack Compose. Automated video processing with bash and ffmpeg, utilizing Jetpack Compose, Django, React, ffmpeg, SQLite, and Docker.
Backend Architect at Food Delivery Platform (Restaurants + Orders)
September 30, 2024 - July 24, 2025
Designed a restaurant management system with product listings and order workflow. Integrated Telegram bot for real-time order status and admin notifications. Developed an admin dashboard with analytics and role-based access using Django, DRF, PostgreSQL, and Telegram API.
Backend & Platform Architect at Education Platform (Courses & Live Learning)
October 31, 2023 - July 24, 2025
Built a platform for teachers to create, manage, and publish educational courses. Enabled students to enroll, watch video lessons, attend live sessions, and track progress. Developed user roles, dashboards, course analytics, progress tracking, and Telegram bot notifications with Django, PostgreSQL, Telegram API, and WebSocket.
Backend & Logic Developer at Testing & Assessment Platform with Analytics
January 31, 2024 - July 24, 2025
Designed a flexible testing system with adaptive question logic and scoring. Implemented detailed performance analytics and topic-level progress reports. Created a teacher-facing admin panel and visualized results with Chart.js dashboards and exportable reports.
Backend & Integration Developer at Remote
September 30, 2024 - July 24, 2025
Developed backend architecture and integrated systems across platforms in delivery, education, and testing domains. Designed API logic, connected external services like Telegram and analytics, and ensured reliable deployments.

Education

Bachelor's Degree at Control Systems Engineering
September 1, 2021 - June 30, 2025

Qualifications

Backend Development Program – IT Academy
September 1, 2022 - May 31, 2023

Industry Experience

Software & Internet, Education, Agriculture & Mining, Transportation & Logistics