# Akhyar Ahmad

> Founder of Oryvo AI, AI systems engineer, and software engineering student at UET Lahore. Specializing in AI infrastructure, MLOps, deployment systems, Reinforcement Learning, and Simulation.

## About
Akhyar Ahmad is an AI builder and systems architect based in Lahore, Pakistan. He is the founder and CEO of Oryvo AI (SECP registered), building platforms to bridge the gap between model experimentation and production deployment. Alongside his work on Oryvo AI and Roptal, he is specializing in Reinforcement Learning (RL) and Simulation, with interests across Robotics, Embodied AI, and bioinformatics.

- Canonical Website: https://akhyar.me
- GitHub: https://github.com/real-akhyar
- LinkedIn: https://www.linkedin.com/in/real-akhyar/
- Kaggle: https://www.kaggle.com/akhyar2612
- Contact: ceo@oryvoai.com

## Core Ventures
- [Oryvo AI](https://oryvoai.com/): AI infrastructure startup automating ML/LLM model containerization, deployment pipelines, model serving, routing, and telemetry.
- [Roptal](https://roptal.com/): BYOC (Bring Your Own Cloud) deployment platform for taking AI/ML workloads from git repositories to scalable cloud environments.

## Selected Projects
- [Human Activity Recognition System](https://github.com/real-akhyar/Human-Activity-Recognition-Model): Sensor intelligence pipeline trained on >1M accelerometer records using GPU-accelerated XGBoost and SMOTE.
- [ARMOR](https://github.com/real-akhyar/ARMOR-Antibiotic-Resistance-Modelling-through-Omics-and-Resistance-gene-analysis): Antimicrobial resistance modeling through omics and resistance-gene analysis with BioProject-based evaluation.

## Research & Publications
- [ARMOR: Antibiotic Resistance Modelling through Omics & Resistance-gene Analysis](https://doi.org/10.21203/rs.3.rs-9898333/v2): Preprint on Research Square (DOI: 10.21203/rs.3.rs-9898333/v2). Reports first published ML benchmarks for amikacin (0.986 AUC) and fosfomycin resistance prediction in Klebsiella pneumoniae. Under review.

## Honors & Awards
- Four-Time AWS Weekend Challenge Winner (4× Winner): Rapid weekend software and cloud system building competitions (2024–2025).
- Microsoft for Startups Founders Hub Level 4: Selected startup with $100K+ in cloud infrastructure resources and technical guidance (2026).
- Eragon.ai In-Kind Funding: $10,000 compute grant supporting AI infrastructure development.
- AWS Activate: $1,000 cloud infrastructure credits.

## Leadership & Experience
- Founder & CEO at Oryvo AI (Dec 2024 – Present): Building ML/LLM deployment automation and cloud infrastructure.
- Head of AI & Data Science at ACM Student Chapter, UET Lahore New Campus (Sept 2026 – Present): Leading student AI education, delivering interactive online technical sessions, and mentoring students in machine learning and data science.

## Education
- University of Engineering & Technology (UET) Lahore: Software Engineering Undergraduate (Sept 2024 – Present).

## CLI Package
- Terminal portfolio accessible via: `npx real-akhyar`

## Full Documentation
- [Full Technical Index](https://akhyar.me/llms-full.txt): Detailed architectures, benchmarks, and API reference.