Solo AI & quant engineer

Hey! I build AI copilots, trading engines, and voice-first assistants so founders get production-ready software without hiring an agency.

I personally architect, code, and deploy everything—from statistical-arbitrage engines and multimodal copilots to secure STT/TTS workflows and RAG control planes. When a project needs extra specialists, I lead them so you always have one accountable owner.

View projectsAbout me
Ayush Verma
PyTorch
TensorFlow
Hugging Face Transformers
NVIDIA CUDA & NIM
LLMs & RAG
Vector Databases
LightGBM
XGBoost
FastAPI
Flask
PostgreSQL
TimescaleDB
Redis
SQLite
REST APIs
WebSockets
Microservices
React
Next.js
Tailwind CSS
Framer Motion
Plotly Dash
Streamlit
UX/UI Design
MVP UI Systems
Docker
GitHub Actions
Railway
DigitalOcean
GCP
Replit
Environment Scaffolding
OpenAI Agents
n8n Workflows
Custom SDKs
MCP (Model Context Protocol)
Multi-tier Workflows
Automations
Scraping Pipelines
Statistical Arbitrage
Backtesting Engines
ETF Analytics
Pine Script
Trading Automations
Risk & Monitoring
System Design
Architecture Blueprints
Multi-tier Workflows
MVP Specialization
Quick Startup Liftoff
Terminal / Shell
Web Scraping
Notion Certified Expert
SDK Design
ETL / CRUD Systems
PyTorch
TensorFlow
Hugging Face Transformers
NVIDIA CUDA & NIM
LLMs & RAG
Vector Databases
LightGBM
XGBoost
FastAPI
Flask
PostgreSQL
TimescaleDB
Redis
SQLite
REST APIs
WebSockets
Microservices
React
Next.js
Tailwind CSS
Framer Motion
Plotly Dash
Streamlit
UX/UI Design
MVP UI Systems
Docker
GitHub Actions
Railway
DigitalOcean
GCP
Replit
Environment Scaffolding
OpenAI Agents
n8n Workflows
Custom SDKs
MCP (Model Context Protocol)
Multi-tier Workflows
Automations
Scraping Pipelines
Statistical Arbitrage
Backtesting Engines
ETF Analytics
Pine Script
Trading Automations
Risk & Monitoring
System Design
Architecture Blueprints
Multi-tier Workflows
MVP Specialization
Quick Startup Liftoff
Terminal / Shell
Web Scraping
Notion Certified Expert
SDK Design
ETL / CRUD Systems
PyTorch
TensorFlow
Hugging Face Transformers
NVIDIA CUDA & NIM
LLMs & RAG
Vector Databases
LightGBM
XGBoost
FastAPI
Flask
PostgreSQL
TimescaleDB
Redis
SQLite
REST APIs
WebSockets
Microservices
React
Next.js
Tailwind CSS
Framer Motion
Plotly Dash
Streamlit
UX/UI Design
MVP UI Systems
Docker
GitHub Actions
Railway
DigitalOcean
GCP
Replit
Environment Scaffolding
OpenAI Agents
n8n Workflows
Custom SDKs
MCP (Model Context Protocol)
Multi-tier Workflows
Automations
Scraping Pipelines
Statistical Arbitrage
Backtesting Engines
ETF Analytics
Pine Script
Trading Automations
Risk & Monitoring
System Design
Architecture Blueprints
Multi-tier Workflows
MVP Specialization
Quick Startup Liftoff
Terminal / Shell
Web Scraping
Notion Certified Expert
SDK Design
ETL / CRUD Systems
PyTorch
TensorFlow
Hugging Face Transformers
NVIDIA CUDA & NIM
LLMs & RAG
Vector Databases
LightGBM
XGBoost
FastAPI
Flask
PostgreSQL
TimescaleDB
Redis
SQLite
REST APIs
WebSockets
Microservices
React
Next.js
Tailwind CSS
Framer Motion
Plotly Dash
Streamlit
UX/UI Design
MVP UI Systems
Docker
GitHub Actions
Railway
DigitalOcean
GCP
Replit
Environment Scaffolding
OpenAI Agents
n8n Workflows
Custom SDKs
MCP (Model Context Protocol)
Multi-tier Workflows
Automations
Scraping Pipelines
Statistical Arbitrage
Backtesting Engines
ETF Analytics
Pine Script
Trading Automations
Risk & Monitoring
System Design
Architecture Blueprints
Multi-tier Workflows
MVP Specialization
Quick Startup Liftoff
Terminal / Shell
Web Scraping
Notion Certified Expert
SDK Design
ETL / CRUD Systems

Focus Areas

I specialize in building cutting-edge systems across multiple domains.

AI Systems

LLM copilots, retrieval pipelines, and evaluation harnesses that stay deterministic in production.

Includes governance-first LangGraph agents, cost-aware routing, and regression suites for every workflow.

Voice + Multimodal AI

Real-time assistants with STT/TTS, camera/vision models, and tool execution for ops and research teams.

Streaming transcription, neural voice libraries, guardrails, and narrated transcripts for compliance reviews.

Quant & Trading Infrastructure

Signals, pair trading engines, and telemetry-rich pipelines tuned for low latency and auditability.

Python + FastAPI services, Redis/PG for state, Prometheus dashboards, and LangGraph risk orchestrators.

Agentic Workflows & Integrations

Custom orchestration that coordinates multiple providers, humans-in-loop, and SaaS tooling.

LangGraph > LangChain for deterministic control, governance hooks, evaluation harnesses, and playbooks.

Dashboards & Ops Tools

Executive-ready analytics for revenue, risk, or ops wrapped in delightful product UX.

Next.js frontends, supersonic charts, embedded auth, and automated QA so stakeholders trust every view.

Data & Platform Ops

Foundational data ingestion, observability, and compliance rails for lean teams.

FastAPI + Redis, PostgreSQL/pgvector, tracing, and deployment patterns that stay sane on lean infra.

Featured Projects

A selection of recent projects I've worked on.

View All Projects
Skills & Capabilities

From ML pipelines to multi-tier automations.

I design and build systems that connect data, models, and workflows into practical tools — from quant research engines to multi-model AI platforms.

AI & Machine Learning

8 skills

Models, training, serving, and applied LLM work.

PyTorchTensorFlowHugging Face TransformersNVIDIA CUDA & NIMLLMs & RAGVector DatabasesLightGBMXGBoost

Backend & Data

9 skills

APIs, data pipelines, and persistence.

FastAPIFlaskPostgreSQLTimescaleDBRedisSQLiteREST APIsWebSocketsMicroservices

Frontend & UI

8 skills

Interfaces, dashboards, and interaction design.

ReactNext.jsTailwind CSSFramer MotionPlotly DashStreamlitUX/UI DesignMVP UI Systems

Infra & DevOps

7 skills

Environments, deployment, and reliability.

DockerGitHub ActionsRailwayDigitalOceanGCPReplitEnvironment Scaffolding

Automation & Agents

7 skills

Multi-tier workflows and automation.

OpenAI Agentsn8n WorkflowsCustom SDKsMCP (Model Context Protocol)Multi-tier WorkflowsAutomationsScraping Pipelines

Trading & Quant

6 skills

Research systems and strategy tooling.

Statistical ArbitrageBacktesting EnginesETF AnalyticsPine ScriptTrading AutomationsRisk & Monitoring

Systems & Architecture

5 skills

Blueprinting and high-level thinking.

System DesignArchitecture BlueprintsMulti-tier WorkflowsMVP SpecializationQuick Startup Liftoff

General Engineering

5 skills

Everyday tools that keep things moving.

Terminal / ShellWeb ScrapingNotion Certified ExpertSDK DesignETL / CRUD Systems

One Lead, Scalable Support

I operate as a principal engineer—architecting, coding, and shipping the core of every project myself. For specialized needs (like complex UI motion or massive data pipelines), I bring in a trusted network of ad-hoc experts. You get the agility of a solo founder with the capability of a full agency.

Frequently Asked Questions

Common questions about how I work and what to expect.

Let's Build Something Great

I'm always interested in working on exciting projects and collaborations.

Get in TouchLearn More
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