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Shubham Raj Paudel
Electronics, Communication & Information Engineer building real-time data pipelines, UEBA systems, RAG systems and LLM-powered tooling - currently at Vairav Technology Security
01 / About
An Electronics, Communication and Information Engineering graduate with a strong interest in data engineering and machine learning. Experienced in building real-time data pipelines, UEBA (User and Entity Behavior Analytics) systems, and anomaly detection models using Kafka, OpenSearch, and Python-based ML frameworks — with growing focus on LLMs and retrieval-augmented generation.
Location
Kalanki, Kathmandu, Nepal
Focus
Data Engineering, ML, Generative AI
Currently
Data Engineering and ML Associate
Education
B.E. in Electronics, Communication and Information, IOE, Tribhuvan University
02 / Experience
V
Vairav Technology Security Pvt. Ltd., Baluwatar, Kathmandu
Data Engineering and ML Associate
- Architected and developed an LLM-powered Report Summarizer for the Report Engine, generating executive summaries and section-wise insights from structured security reports
- Implemented an incremental learning pipeline for the UEBA platform, enabling continuous model updates using newly ingested behavioral data while reducing retraining overhead
- Built a RAG-based AI chatbot for internal Vairav AI documentation using semantic retrieval and LLMs, providing accurate context-aware responses from official company knowledge
AI/ML Trainee
- Designed and implemented UEBA workflows based on project-specific requirements
- Developed and tuned anomaly detection models using Python, PyTorch, and scikit-learn
Research & Development Intern
- Researched and implemented a PoC for anomaly detection using ML-based detectors, identifying patterns and deviation in time-series data
- Developed log data pipelines using Python, Logstash, and OpenSearch
A
Advanced College of Engineering and Management (ACEM), Balkhu, Kathmandu
Part-Time Lab Instructor
[current]- Conducted laboratory sessions and mentored BCA undergraduate students in practical programming and computing courses
- Delivered hands-on instruction for Object-Oriented Programming (Java), Web Technology, Numerical Methods, and Scripting Language
- Evaluated lab performance and provided technical support to strengthen students’ problem-solving and programming skills
V
Vividify Solutions Pvt. Ltd., Kupandole, Lalitpur
Frontend Developer Intern
- Built responsive UI using React.js and reusable components with JavaScript (ES6+)
03 / Projects
- Developed a real-time UEBA system to detect anomalous user behavior from log data
- Built data pipelines using Apache Kafka and processed logs for analysis
- Engineered features and supported model development using Python, PyTorch, and scikit-learn
04 / Skills
Machine Learning & AI
PyTorchScikit-learnNumpyPandasOpenCVIncremental LearningAnomaly DetectionUEBA
Data Engineering
Apache KafkaLogstashETL PipelinesReal-Time processing
Programming Languages
PythonC & C++SQLJavaScript
Search & Vector DBs
OpenSearchElasticsearchQdrant
DevOps & Platforms
DockerLinuxGitGitHubGitLab
Backend Development
FastAPIgRPCREST APIs
05 / Education
B.E. Electronics, Communication and Information Engineering
Advanced College of Engineering and Management (IOE, Tribhuvan University)
2021 – 2025
Cumulative 78.29%, NEC Reg. No. 95419
Higher Secondary Education (+2)
GoldenGate International College, Kathmandu
2020
CGPA 3.15
Secondary Education Examination (SEE)
Nagarjuna Academy, Lalitpur
2018
CGPA 3.70
06 / Contact
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