Giorgi Otskheli

Engineering systems. Building real things.

Robotics • IoT • Automation • Technology & Management

Profile

11th-grade student focused on embedded systems, robotics, and IoT development. Building autonomous systems, sensor fusion, and hardware-software integration using Arduino and ESP32. Preparing for Mechanical Engineering studies with emphasis on control systems and embedded design.

Engineering Projects

Smart Water Alarm (Water Dump Alarm)

Automated timing system with mechanical actuation

Problem: Sound alarms are ineffective for waking. Solution: Built servo-actuated water dump system triggered by DS3231 RTC at scheduled times. Implemented power isolation between controller and servo to prevent resets. Result: Reliable mechanical wake-up system with zero false triggers over 30+ day test period.

Arduino Uno DS3231 RTC Servo I2C Power Isolation

Servo-Driven Robotic Claw

Mechanical system with coordinated multi-servo control

Problem: Need precise multi-joint manipulation with coordinated motion. Solution: Designed 3D-printed joint assembly with hard angle limits, implemented calibrated control logic mapping grip states to coordinated servo positions. Result: Claw successfully grips objects 2-8cm diameter with repeatable positioning accuracy within 3mm.

Arduino Uno Servos 3D Printing CAD Mechanical Design

Autonomous RC Plane

Sensor fusion system for stable autonomous flight

Problem: Maintain stable flight using noisy sensor data. Solution: Implemented IMU-GPS fusion algorithm with noise filtering, developed control logic mapping sensor state to control surface adjustments with safety constraints. Result: Achieved 45+ seconds of stable autonomous flight with <2° orientation deviation from target heading.

Arduino IMU GPS UART I2C Sensor Fusion

Obstacle-Avoidance Vehicle

Autonomous navigation with closed-loop control

Problem: Navigate unknown environment while avoiding obstacles. Solution: Implemented decision logic processing HC-SR04 ultrasonic data with noise filtering, developed closed-loop control system adjusting motor speeds based on distance thresholds. Result: Vehicle successfully navigates 10m×10m test area with 95% obstacle avoidance rate, handles surfaces at angles up to 45°.

Arduino HC-SR04 Ultrasonic Sensors Motor Driver Closed-Loop Control

Wi-Fi Controlled Boat

End-to-end IoT control system with web interface

Problem: Remote control of watercraft without dedicated radio hardware. Solution: Built ESP32-based web server hosting control interface, implemented motor driver control with watchdog timeout for safety. Result: Real-time control with <50ms latency, system handles connection loss gracefully with automatic stop after 2s timeout.

ESP32 Wi-Fi Web UI Motor Driver IoT

Remote Door Lock

Secure access control system with fail-safe defaults

Problem: Remote door control with security and reliability requirements. Solution: Implemented ESP32-based control system with relay switching, authorization logic, and electrical isolation between controller and lock mechanism. Result: System operates 24/7 with zero controller resets, fail-safe defaults ensure lock opens on power loss, authorization prevents unauthorized access.

ESP32 Relay IoT Access Control Power Isolation

Network Security Learning Tool (ESP8266 Deauther + Custom Script, Lab-Only)

Automated Wi-Fi protocol analysis system

Problem: Understand Wi-Fi security protocols and password strength in controlled environment. Solution: Built fully automated system using ESP8266 for management frame generation and Python scripts for packet capture, analysis, and password testing. Result: System successfully analyzes reconnection behavior, tests 1000+ password combinations per hour, identifies weak passwords in test networks.

ESP8266 Network Security Wi-Fi Python Automation Protocol Analysis

Real-Time Physics & Control Simulation

Numerical physics engine with orbital mechanics

System: Real-time numerical integration of gravitational and orbital forces. Inputs: Entity position, velocity, gravitational constant, distance-dependent force scaling. Processing: Euler integration with velocity updates, boundary constraints, friction damping. Outputs: Updated position and velocity vectors at 60Hz. Constraints: Fixed timestep for stability, boundary clamping prevents numerical overflow, friction coefficient 0.995 per frame.

JavaScript Canvas API Numerical Integration Physics Engine Real-Time Systems

Infrastructure Monitoring System (Concept Design)

Distributed sensor network architecture for pipeline monitoring

System: ESP32-based sensor nodes with continuous data acquisition. Inputs: Temperature, pressure, vibration sensors via I2C/analog. Processing: Time-stamped data logging, threshold detection, local buffering. Outputs: Wi-Fi transmission to central node, alert generation on threshold breach. Architecture: Star topology with ESP32 coordinator, battery-powered nodes, sleep-wake cycles for power optimization. Design constraints: 30-day battery life target, 100m communication range, data loss tolerance <1%.

ESP32 Sensor Networks I2C Wi-Fi Power Management System Architecture

Energy System Optimization Study (Theoretical)

Mathematical modeling of power consumption in embedded systems

System: Optimization model for battery-powered sensor nodes. Variables: Sleep duration, wake frequency, transmission power, sampling rate. Constraints: Minimum data collection rate, maximum latency, battery capacity. Objective: Maximize operational lifetime. Method: Constraint-based optimization with linear programming. Output: Optimal duty cycle parameters. Result: Model predicts 2.3x lifetime extension compared to continuous operation for typical sensor node configuration.

Mathematical Modeling Optimization Linear Programming Power Systems Embedded Systems

Portfolio Infrastructure as an Engineering System

Event-driven web system with performance-aware rendering

System: Vanilla JavaScript architecture for interactive portfolio. Inputs: User events (mouse, scroll, intersection), DOM state. Processing: Event-driven state machine, Intersection Observer API for viewport detection, requestAnimationFrame for 60Hz updates, state-based animation control. Outputs: DOM updates, canvas rendering, CSS transforms. Design decisions: Vanilla JS to avoid framework overhead, intersection-based lazy loading reduces initial parse time by 40%, animation frame throttling prevents jank. Constraints: Single-threaded execution, 16.67ms frame budget, memory-efficient state management.

Vanilla JavaScript Event-Driven Architecture Intersection Observer API State Machines Performance Optimization

Technical Skills

Embedded Systems

Arduino, ESP32, ESP8266; I2C, UART, SPI protocols; sensor integration (IMU, GPS, ultrasonic, reed switches); servo control, motor drivers, relay switching

Programming & Control Logic

C/C++ (embedded), Python (automation, protocol analysis); state machines, closed-loop control, sensor fusion algorithms, event-driven logic

Hardware-Software Integration

Power isolation, electrical design, circuit assembly; 3D printing (CAD design), mechanical integration; hardware debugging, signal conditioning

Web Technologies

Vanilla JavaScript (event-driven logic, Canvas API, animation loops, Intersection Observer); HTML/CSS; ESP32 web server development

Experience

Embedded Systems & Robotics Engineer (Independent Projects)

Designed and built multiple Arduino, ESP32, and ESP8266–based systems including autonomous robots, servo-driven mechanisms, IoT devices, and interactive OLED interfaces. Worked end-to-end on wiring, power management, sensor integration, mechanical design, and control logic.

IoT & Automation Developer (Independent Projects)

Built Wi-Fi–enabled systems such as remote door locks, web-controlled vehicles, sensor-triggered automation, and notification systems using ESP32. Integrated hardware with web interfaces and focused on reliability, fail-safes, and real-world usability.

Applied Network Security & Protocol Analysis (Independent Study & Tooling)

Developed a custom ESP8266-based network security learning tool and automation scripts to study Wi-Fi protocols, management frames, reconnection behavior, and password strength in authorized environments. Gained hands-on understanding of wireless security and defensive analysis.

Product Prototyping & Mechanical Design (Independent Projects)

Designed and prototyped physical systems using 3D printing, servos, sensors, and custom mounts. Focused on translating software logic into reliable physical motion and repeatable mechanical behavior.

Independent Web Developer (Freelance)

Built and deployed 4 commercial websites for real clients. Handled UI/UX, frontend development, revisions, and launch.

Branding & Visual Design (Freelance)

Designed logos and brand visuals for startups and small businesses. Focused on clean, modern, tech-oriented identity.

Engineering Focus

Embedded systems, control systems, and hardware-software integration. Primary interests: mechanical engineering (robotics, automation), electrical engineering (IoT, sensor systems), and theoretical nuclear engineering. Focus on building systems that translate software logic into reliable physical behavior.

Education

11th-grade student (Georgia). Engineering-focused secondary education. Expected graduation: 2026. Preparing for Mechanical Engineering studies with emphasis on embedded systems and control theory.

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