Ml/AI Developer & AI Researcher | Microsoft Student Ambassador | Postman Student Leader
I am a Software Development Engineer (SDE-2) with over 5 years of professional experience and more than 10 years of software development contributions. As the founder of Cmakers and creator of multiple innovative projects, I specialize in full-stack development, systems programming, and AI research.
- AI Research: Published researcher in ML and AI with peer-reviewed work on:
- DHGRPO (Domain-Induced Hierarchical Group Relative Policy Optimization) - a novel extension of Group Relative Policy Optimization for robust preference-based fine-tuning of large language models
- Calibration Meets Reality: Making Machine Learning Predictions Trustworthy - rigorous theoretical analysis of post-hoc calibration methods with convergence guarantees
- Impossibility Theorem for Confidence Calibration: Proving neural networks cannot learn well-calibrated confidence estimates with meaningful diversity under binary supervision
- DHGRPO (Domain-Induced Hierarchical Group Relative Policy Optimization) - a novel extension of Group Relative Policy Optimization for robust preference-based fine-tuning of large language models
- Live LLM Development: Building a custom large language model with a hybrid tokenizer featuring 200k+ vocabulary tokens, surpassing GPT-4's CL100K base tokenizer performance
- Systems Architecture: Developing new AI system architectures and low-level implementations
- ForgeForm: Lightweight, TypeScript-first form validation library
- (NPM Package)
- ElaCompiler: Custom programming language and compiler implementation
- ajsos: Unix-based experimental operating system
- ForgeReform: NPM library for front-end code transformation
- Leaf: Comprehensive toolset for indie developers and AI integrations
- Published Research: DHGRPO paper on advanced policy optimization techniques
- Cmakers (Founder): 16+ years of independent development and innovation
- Full Stack Developer: MERN stack, TypeScript, React, Node.js, PostgreSQL
- Systems Programming: Extensive C/C++ experience including HTTP servers and low-level tools
- Cloud Technologies: Microsoft Azure, AI/ML implementations, Flutter development
- Microsoft Learn Student Ambassador (Beta): Promoting Microsoft technologies and organizing educational events
- Postman Student Leader: Advocating API development best practices and mentoring students
- Technology Advocacy: Active in building tech communities and fostering innovation
Languages
Frameworks & Technologies
Specializations: AI/ML, Systems Programming, API Development, Compiler Design
- Email: 5minutepodcastforyou@gmail.com
- Research Publication: DHGRPO on Zenodo
Note: This is my new GitHub account. My previous account was unfortunately lost, but I'm continuing my open-source contributions and research here.
Current Focus: Advancing AI research through novel optimization techniques while building scalable systems that push the boundaries of what's possible in machine learning and software development.