Headline

AI Engineer | Agentic AI | Python, C++, Rust, Machine Learning, Agentic Orchestration | CS Postgrad’25@ University of Birmingham

About

Machine Learning and Backend Engineer focused on building production-grade AI systems, scalable backend infrastructure, and autonomous runtimes. Experienced in computer vision, edge AI deployments, distributed systems, system design, ML infrastructure, and real-time inference pipelines. Worked on deploying AI systems on constrained edge hardware and building orchestration-heavy platforms for reliable long-running execution. Skilled across Python, Rust, FastAPI, PyTorch, OpenCV, Docker, REST APIs, backend engineering, web technologies, cloud infrastructure, and production system design. Currently building Ryvos, an autonomous AI runtime focused on orchestration, memory systems, execution reliability, and AI infrastructure tooling. MSc Advanced Computer Science, University of Birmingham.

Location

Bengaluru

AI stack

claude code

hermes agent

hugging face

langchain

langgraph

langsmith

Work experience

AI/ML Engineer at Zenalyst.AI, Jun 2026 - Present · 3 mos, Bengaluru, Karnataka, India

Founder at Ryvos, Nov 2025 - Present · 10 mos

Software Enginer, AI at Aeoru, Jan 2026 - May 2026 · 5 mos, Delhi, India, • Increased ANPR detection accuracy by 20% on real-world telemetry by retraining plate-recognition models on domain-specific data and integrating VLM-based verification for hard/low-visibility frames. • Delivered an end-to-end in-bus camera analytics system (headcount, driver drowsiness, and cabin-event detection) by owning data curation, CV model training/fine-tuning, and low-latency edge deployment. • Deployed production vision inference across edge devices (Radxa Zero 3, Rock 3B, NanoPi M5), enabling NPU-accelerated real-time inference under constrained compute and power budgets. • Built an end-to-end AI Camera detection platform for object detection and human behavior analysis, and fine-tuned LLM/VLM components to improve event interpretation and alert quality in multi-camera workflows.

Education

Master of Science - MS, Advanced Computer Science, University of Birmingham

Bachelor of Technology - BTech, Computer Science, Maharshi Dayanand University

Public links

github: https://github.com/aayushmishraaa