Backend Engineer building scalable systems and integrating AI/ML models into production-grade applications, with a focus on security.
๐ B.Tech Computer Science @ VIT Vellore (2026)
Specialization: Information Security
- Backend-focused developer with strong applied machine learning experience
- Building real-world systems combining APIs, automation, and AI
- Interested in scalable architectures, backend performance, and secure system design
- Scalable REST APIs using FastAPI, Flask, Node.js, and Spring Boot
- AI-powered systems (LLMs, automation pipelines, ML models)
- Secure backend systems with authentication, authorization, and data protection
- Cloud-native applications using AWS and Google Cloud
- Converts call transcripts โ structured voice-agent configs (JSON)
- Extracts intents, entities, and conversation flows automatically
- Designed versioned system (v1/v2) with changelog generation
- Focus: AI pipelines + automation + system design
- Converted binaries โ grayscale images for pattern extraction
- Trained EfficientNetV2 on 15K+ samples across 31 malware families
- Achieved ~95% accuracy with strong macro F1-score
- Focus: applied ML + data preprocessing + model optimization
- Built backend system for resume parsing and job matching
- Implemented skill extraction + job ranking algorithm
- Aggregated job listings with filtering and API exposure via FastAPI
- Focus: NLP + backend systems + automation
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Studied real-world vulnerabilities including RCE, IDOR, and large-scale data breaches
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Analyzed system failures and attack patterns in modern backend architectures
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Understanding of secure design principles and common backend security risks
- Prefer simple, scalable architectures over unnecessary complexity
- Focus on production-ready systems, not tutorial-level projects
- Design systems with security, maintainability, and performance in mind
FastAPI, Flask, Node.js, Express, Spring Boot
TensorFlow, PyTorch, Scikit-learn, OpenCV, Pandas, NumPy
PostgreSQL, MySQL, MongoDB
AWS, Google Cloud Platform, Git
React.js, HTML, CSS, HTMX
Python, Java, JavaScript, C++
n8n
- Artificial Intelligence โ SmartBridge (Google for Developers)
- AI Fluency: Framework & Foundations โ Anthropic
- Claude Code in Action โ Anthropic
- Introduction to Model Context Protocol & Advanced Topics โ Anthropic
๐ง tharunsridhar@gmail.com
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