I bridge robust server architecture with data-driven intelligence. I specialize in building highly scalable, containerized applications, automating heavy workflows, and embedding AI mechanics into web infrastructure.
     
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📂 SmSm Academy — Registration System
Containerized multi-layer system architecture running securely on a Linux VPS.
- Designed complex multi-stage deployment environments using Docker Compose.
- Created automated Bash CI/CD operations, boosting velocity and reducing manual steps by 80%.
- Integrated Nginx as a Reverse Proxy configured for TLS/SSL traffic termination.
📂 RAG Backend System (FastAPI & Vector Search)
Enterprise-ready knowledge-retrieval system built for precise document reasoning.
- Engineered document injection workflows extracting structural data into MongoDB.
- Built a semantic retrieval model running mathematical similarity pipelines via Qdrant Vector DB.
- Shielded end-to-end routing using JWT security tokens.
🔍 View More Engineering Projects
📂 Vocab-Validator & Curriculum Scraper
- Built an asynchronous parser running a multi-threaded execution queue with Python's
ThreadPoolExecutor. - Implemented an algorithmic lemmatization system to handle language inflections and cross-reference entries against standard CEFR indices.
📂 Spam Email Classifier
- Deployed a data analysis workspace using scikit-learn.
- Modeled performance variations between linear models (Logistic Regression) and kernelized hyperplanes (SVM) through token parsing and TF-IDF feature mapping.