About ayushv
From +AI to AI+ I am Ayush Verma (ayushv), a passionate developer building AI-powered systems, trading infrastructure, and tools that solve complex problems. With expertise as a quant dev, ai dev, and full stack dev, I thrive at the intersection of software engineering and quantitative finance.
Ayush Verma (ayushv) Background
I've spent the last few years working on challenging problems across multiple domains. My journey as a quant dev has taken me from building web applications to designing high-performance trading systems to creating AI research tools as an ai dev. This diverse experience has given me a unique perspective on how to architect systems.
What drives me as a full stack dev is the opportunity to work on meaningful projects where clean code, thoughtful design, and technical excellence come together to create something impactful. I am ayushv, and I believe in ownership and delivering exceptional results.
What I Build
AI Voice + Multimodal
LangGraph agents with STT/TTS, camera/vision models, and tool calling for operations, sales, or research teams.
Quant & Trading Systems
Pair trading engines, risk dashboards, and data pipelines with guardrails for live capital.
Agent Ops Infrastructure
Evaluation harnesses, governance, and monitoring for fleets of AI workers (LLMs, APIs, humans-in-loop).
Productized Dashboards
Revenue, compliance, or ops consoles with embedded auth, blazing-fast charts, and zero handoff friction.
How I Plan, Execute, and Ship
Phase 1
Plan
Map the actual business need, constraints, and success metrics before a line of code ships.
Product briefs, architecture spikes, and technical risk kill-lists
- Stakeholder interviews + async Loom walkthroughs
- System design + data flow diagrams
- Backlog + cutlines agreed before sprint 1
Phase 2
Execute
Build the core loops with instrumentation, tests, and documentation baked in.
Weekly drops, transparent Linear boards, and measurable progress
- Pairing on hairy subsystems when needed
- Framer Motion / Tailwind UI polish alongside backend work
- Observability + eval harnesses land before demo day
Phase 3
Ship
Tighten reliability, harden infra, and transfer knowledge so you can run it without me.
Handover playbooks, on-call notes, and optional launch support
- Load tests + failure plan captured in docs
- Recording Looms for every critical workflow
- Post-launch tweaks scoped with the same rigor
My Approach
System Design
I focus on designing scalable, maintainable systems that can handle real-world complexity and growth.
User Experience
I build intuitive interfaces that make complex systems accessible and enjoyable to use.
Performance First
I optimize for speed and efficiency without compromising on code quality or readability.
My Journey
AI Systems & LLM Research
Focused on building production-grade AI tools and exploring multi-provider LLM integration patterns for enterprise clients.
Trading Infrastructure
Designed and deployed scalable trading systems with real-time data pipelines and analytics for quantitative trading firms.
Full Stack Development
Built production-grade web applications with modern tech stack and cloud infrastructure for diverse clients.
Started Freelancing
Began my journey as an independent developer, focusing on web development and systems design.
My Skills & Expertise
AI & Machine Learning
Models, training, serving, and applied LLM work.
Backend & Data
APIs, data pipelines, and persistence.
Frontend & UI
Interfaces, dashboards, and interaction design.
Infra & DevOps
Environments, deployment, and reliability.
Automation & Agents
Multi-tier workflows and automation.
Trading & Quant
Research systems and strategy tooling.
Systems & Architecture
Blueprinting and high-level thinking.
General Engineering
Everyday tools that keep things moving.
Engagement FAQ
Common questions about hiring me and my team.
Interested in working together? Let's connect.