Engineering Scalable Systems.
Architecting Generative AI.
Hi, I'm Cherag Saxena — a Software Engineer specialized in building high-performance MERN applications and AI-integrated systems. Co-inventor of 1 Indian Patent and author of 1 Wiley Academic Book Chapter, with expertise in Cloud Architecture (Azure AZ-900) and audio synthesis.
Computer Engineering student bridging research with scalable production applications.
Research & IP Portfolio
Pioneering research-to-product engineering bridging artificial intelligence, audio synthesis, and cognitive learning models.
Currently developing the research paper and framework for automated business-rule extraction from legacy C++ systems using LLMs and static analysis.
- Developing automated business-rule extraction methodologies.
- Combining static analysis with LLM inference for high accuracy.
- Targeting legacy C++ system modernization and documentation.
Developed a proprietary architecture for mapping linguistic structures to musical frequencies using Groq AI and Web Audio API.
- Architected real-time emotion-to-raag mapping with classical Indian music constraints.
- Implemented DSP-based Web Audio oscillator synthesis with low-latency execution.
- Engineered Groq AI integration for Hindi lyric parsing and structural cadence detection.
Research on human-AI interaction models for educational accessibility, integrated into the CodeMentorAI platform.
- Investigated cognitive load reductions during interactive code debugging sessions.
- Designed context-aware dual-LLM feedback loops to prevent tutorial hell.
- Validated accessibility framework on diverse developer learning paths.
Achievements & Milestones
A snapshot of my journey in technology, showcasing the dedication and passion that drives my work.
Current CGPA
Sage University • Academic Honors
Software Projects
Full-stack web & AI audio applications
Production Internships
VGT, Techfest IITB & Dhee Coding Lab
SDLC & Code Quality
Modular architecture & performance tuning
Featured Projects
Explore some of my best work. Click a project to view details in the portfolio.
What Sets Me Apart
A unique combination of research, patents, production experience, and hands-on engineering that most candidates simply don't have.
Indian Patent Holder
Co-inventor of Indian Patent No. 202621056495 — Cloud-Based AI Raag-Guided Lyric-to-Melody Generation
Published Author
Wiley Scrivener Academic Book Chapter on Neurological Mode in AI-Powered Collaborative Learning
4 Production Internships
Vishal Global Tech (×2), Techfest IIT Bombay × My Job Grow, and Dhee Coding Lab Bengaluru
Hackathon Participant
Lablab.ai × NativelyAI AI Factory Global Hackathon — Certificate of Completion
Azure Certified
Microsoft Certified: Azure Fundamentals (AZ-900) — Cloud Architecture & Services
SaaS Builder
Currently building AI Resume Builder — a production-grade ATS Resume SaaS platform
Ready to Build Something Amazing?
I'm currently seeking internship and freelancing opportunities. Let's collaborate and create innovative solutions that make a difference in the digital world.
I typically respond within 24 hours
Committed to delivering excellence
Ongoing support and maintenance
What people say
Selected testimonials from mentors, instructors and community collaborators.




