Ida Manukyan

AI Engineer / Software Developer @ Civitalis

About

Software Engineer with 7+ years of software engineering experience and dedicated focus on production AI/ML systems, including GenAI, NLP, RAG architectures, and ML-driven product development. Built and deployed AI solutions at enterprise scale for clients including Mercedes-Benz, Airbus, IBM, and Hyundai. Hands-on experience with LLM fine-tuning, semantic retrieval pipelines, embedding architectures, prompt engineering, and model evaluation. Certified in Machine Learning (DeepLearning.AI/Stanford). Strong engineering mindset focused on scalability, reliability, and maintainability — building production systems, not prototypes.𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸: Java, Spring Boot, React, REST APIs, PostgreSQL, Docker𝗔𝗜/𝗠𝗟: Python, NLP, Hugging Face, LangChain, Text Processing, Data PipelinesCurrently exploring RAG architectures and AI-powered product features. Open to Full Stack AI Engineer, AI Engineer, or Product Engineer roles in Berlin or remote.

Country

Germany

City

Berlin

Industry

Computer Software

Skill

Selenium WebDriver, Test Automation Frameworks, HTML, Cascading Style Sheets (CSS), Test Automation, Kotlin, Android Development, Database Integration, fpdf, streamlit, React.js, MySQL, Machine Learning, Natural Language Processing (NLP), Selenium, Apache POI, Python (Programming Language), REST APIs, Concurrency and Multithreading, Data Transformation and Integration:

Experience

AI Engineer / Software Developer

Civitalis

2025-1 - 2025-12 · 1 yr

Berlin, Germany

• Architected intelligent document processing pipeline with ML-based classification and automated extraction, processing 10,000+ documents monthly at 99.8% accuracy for Deutsche Leasing. • Built data synchronization engine with algorithmic conflict resolution across 50+ data domains, delivering near real-time data unification across distributed enterprise systems. • Developed automated NLP-driven monitoring system scraping and classifying legislative updates across 16 German federal states, enabling proactive compliance tracking for enterprise clients. • Collaborated with engineering and product teams to integrate AI-driven automation into client workflows, reducing manual processing by 85%.

Software Engineer / Technical Support Engineer

Hystax Inc.

2023-8 - 2024-12 · 1 yr 5 mos

Sunnyvale, California, United States

• Supported production cloud migration infrastructure for Fortune 500 clients (Airbus, Hyundai, IBM, Mercedes-Benz), ensuring reliability and zero-downtime workload migrations across hybrid environments. • Provided L2/L3 technical support for OptScale FinOps platform, applying data-driven analysis to diagnose system issues and reduce average resolution time by 40%. • Authored technical runbooks for migration workflows, improving engineering team onboarding efficiency and operational reliability.

Software Engineer — Backend Systems

IUNETWORKS LLC

2022-11 - 2023-6 · 8 mos

Yerevan, Armenia

• Engineered scalable backend and data pipeline architecture for E-Gov platforms deployed across 3 government clients, serving millions of citizens with high-throughput transaction processing. • Built RESTful microservices using Java, Spring Boot, and PostgreSQL with secure authentication layers and role-based access control for sensitive government data.

Software Engineer — Backend & Data Systems

ITSpaceLAB

2019-11 - 2022-9 · 2 yrs 11 mos

Gyumri, Shirak Province, Armenia

• Designed and optimized backend architecture for booking platform handling 5,000+ daily transactions using Spring Boot microservices, RabbitMQ, and PostgreSQL with 99.9% uptime. • Reduced API response times by 70% through query optimization and Redis caching, demonstrating strong focus on performance engineering and production reliability.