AB

Hi, I'm Aryan!

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Building intelligent systems that learn and adapt. Passionate about artificial intelligence, machine learning innovation, strategic thinking through chess, and pushing the boundaries of what's possible.

About Me

My Journey

I'm Aryan, a Computer Science student at the University of Cincinnati (graduating May 2027), where I'm diving deep into machine learning and AI engineering. Through UC's renowned co-op program, I've gained hands-on experience building production AI systems at SimCare AI in San Francisco, conducting deep learning research at the University of Basque Country in Spain, and data engineering at COPELAND.

At SimCare, I led ML efforts to optimize AI patient simulations for counselor-therapy training, fine-tuning models like Gemini 2.5 Pro, Llama 3.1 8B, and OpenAI to achieve significant improvements in response time and cost efficiency. I've productionized systems using FastAPI, Docker, CI/CD, and cloud infrastructure, always focusing on real-world impact.

Beyond the keyboard, I'm a USCF National Master and accomplished chess player. At just 13 years old in 8th grade, I became the youngest State of Ohio G/45 Champion. In 2025, I led the University of Cincinnati chess team to first place in their division at the Pan-American National Collegiate Championship. I've also coached chess globally for Columbus Chess Lessons and Discovery Chess Academy, sharing my passion with students worldwide.

The strategic thinking, pattern recognition, and analytical skills from chess directly translate to my approach in AI engineering—every model I train is like a chess game, anticipating moves and optimizing strategies several steps ahead. Whether I'm fine-tuning LLMs, building computer vision pipelines, or researching neural networks, I bring the same dedication to excellence that earned me a 2258 peak rating and National Master title.

What Drives Me

AI/ML Expertise

Fine-tuning LLMs and building production ML systems

Full-Stack Engineering

Python, FastAPI, Docker, SQL, and cloud infrastructure

Chess Mastery

National Master, state champion, and global coach

Co-op Experience

Real-world impact at SimCare AI and research abroad

Performance Optimization

Reducing latency and costs while improving quality

Continuous Learning

Always exploring cutting-edge AI research and techniques

Technical Skills

AI/ML

  • PyTorch
  • TensorFlow
  • Transformers
  • LangChain
  • OpenAI

Languages

  • Python
  • JavaScript
  • TypeScript
  • SQL
  • C++

Data & Cloud

  • NumPy
  • Pandas
  • AWS
  • Docker
  • PostgreSQL

Tools

  • Git
  • Jupyter
  • VS Code
  • Linux
  • Weights & Biases

Chess Journey

USCF National Master (earned 2025) ranked #688 nationally (99.2 percentile) with 369 tournament events. From 857 to 2258—strategic thinking meets competitive excellence.

NM
USCF Title
2232
Current Rating
2258
Peak Rating
#688
National Rank

Rating Progress

Detailed Statistics

369
Tournament Events
2091
Quick Rating
2077
Blitz Rating
99.2%
Percentile
#26
State Rank (OH)
Rated
FIDE Rating
2013
Active Since
2025
Title Earned

Notable Victories

Victory vs IM Patryk Chylewski (2660)

White: Aryan Balyan (2411)

Black: Patryk Chylewski (2660)

Result: 1-0

Moves: 47

Year: 2025

View Full Game on Chess.com →

Game Highlights

Featured Victory

Impressive Win! Defeated an opponent rated 2660 - a significant upset!

This 47-move game showcases strategic excellence and tactical precision.

View Full Game

♟️

Interactive Game Analysis

View this 47-move game with full analysis and commentary on Chess.com

Open in Chess.com

Full move-by-move replay with engine analysis available on Chess.com

Featured Projects

Specializing in LLM fine-tuning for voice agents across cloud platforms (AWS, GCP, Azure) and 3rd party platforms. Expert in building low-latency ML pipelines with proven results: 40% latency reduction and 85% faster inference through optimization.

Featured Work

🎙️

Voice Agent Fine-Tuning

Fine-tuned LLMs for voice agents on cloud platforms (AWS, GCP) and 3rd party platforms, achieving 40% reduction in response latency.

PythonPyTorchAWS SageMaker+3

Low-Latency ML Pipeline

Optimized ML inference pipeline reducing latency from 800ms to 120ms through model quantization and edge deployment.

TensorFlowONNXDocker+3
☁️

Multi-Cloud LLM Deployment

Deployed fine-tuned LLMs across AWS, GCP, and Azure with automated scaling, handling 10K+ requests/day.

AWSGCPAzure+3

GitHub Activity

Open source contributions and personal projects. Check out my repositories and feel free to collaborate!

42
Repositories
328
Total Stars
87
Total Forks

Pinned Repositories

🔒

Not So Fast! 🚧

My GitHub repositories are currently private due to ongoing proprietary projects and confidentiality agreements.

I'm actively developing cutting-edge AI/ML solutions that require privacy during the development phase. Public repositories will be available once projects are finalized.

Open-source contributions coming soon • Thank you for your interest 🙏

Get In Touch

Have a project in mind or want to collaborate? I'd love to hear from you! Feel free to reach out through the form below or connect on social media.

Send a Message

Contact Information

Location
Cincinnati, Ohio
Response Time
Within 24 hours

Connect on Social Media

Let's Build Something Amazing

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

Whether you need a full-stack developer, a chess partner, or just want to chat about technology, don't hesitate to reach out!