Huzaifa Bilal · VP Operations · Silverthread Labs
Automate Your Operations
I build automation systems that eliminate manual work, deployed in under 2 weeks, running 24/7 without babysitting.
About
"I build automated workflows and agentic systems for teams that want operations to run faster, cleaner, and with less manual effort."
Engineer who moved into ops
The engineering background is not a past chapter. It is why I lead operations differently.
I build the system, not just the process
I do not stop at identifying inefficiency. I wire up the system that removes it.
Process first, tool second
Tool choice follows process understanding. That is what makes automation mature rather than template-driven.
At Silverthread Labs, I work at the overlap of engineering and operations, designing and implementing systems for workflow routing, reporting, delivery coordination, and internal execution.
I am hands-on with the actual build. I map the process, decide what should be automated, wire the logic, integrate the tools, and make the workflow run in production.
Because I come from software engineering, I do not stop at diagnosing inefficiency. When a workflow is slow, fragile, or breaking, I can go into the system itself, fix the logic, and rebuild the workflow properly.
If you need automation built for real operations work, not just discussed at a strategy level, I bring both the implementation depth and the operational judgment required to make it useful.
What I Build
AI Workflow Automation
End-to-end automated workflows that replace repetitive manual work. I design, build, and deploy production-grade automations using n8n, Make, and Zapier that run without human intervention.
Agentic AI Systems
Multi-step AI agents that handle complex tasks autonomously. From lead qualification to content generation to code reviews, I build agents that make decisions and execute end-to-end.
Operations Automation
I automate the operational backbone: task routing, reporting pipelines, approval flows, onboarding sequences, and cross-tool data syncs that keep teams moving without bottlenecks.
Data & Pipeline Automation
I build automated data pipelines that collect, enrich, transform, and deliver information across systems. From sourcing to processing to output, the entire flow runs without manual steps.
AI-Powered Automation
I integrate AI into business workflows to automate tasks that require judgment: content generation, data analysis, classification, summarization, and decision-making at scale.
AI SaaS Development
Full stack AI-powered SaaS products from concept to production. I build scalable web applications with integrated AI features, user auth, dashboards, and API backends.
Experience
VP of Operations & Workflow Automation Specialist
I run operations at Silverthread Labs and build the automated systems underneath them. The two aren't separate: the ops strategy and the technical build are the same job here.
- Design and own internal processes: work routing, team coordination, performance tracking, client delivery
- Build the automation infrastructure the company runs on using n8n, Make, and Zapier
- Build agentic workflows for multi-step tasks that used to require constant human involvement
- Integrate GPT and LLMs into internal processes where AI decision-making replaces manual steps
- Translate technical capabilities into operational decisions leadership can act on
Full Stack Developer & Workflow Automation Engineer
Handled full stack development and internal workflow automation. Built automated pipelines and integrated automation platforms into the company stack while continuing to ship on the development side.
Workflow Automation Engineer
Built end-to-end automated workflows using n8n, Make, and Zapier. Worked on both client-facing automations and internal process pipelines. Focus was on automation logic that holds up under real production conditions.
Technical Lead, Workflow Automation & SaaS
Owned systems-level work across two tracks: internal automation and client SaaS development.
- Built internal workflows that replaced manual processes across approvals, onboarding, and reporting
- Led technical direction for client SaaS products: architecture, delivery scoping, engineering-to-product alignment
- Built early agentic workflows for multi-step development and ops tasks
Full Stack Developer
Built and shipped production features across the full stack: frontend UIs and backend APIs for SaaS products with real users.
Stack & Skills
Automation
Core capability
- AI Workflow Automation
- Agentic Systems
- Agentic Coding
- n8n
- Make (Integromat)
- Zapier
- Workflow Optimization
AI & Operations
Where judgment lives
- AI Integration
- Operations Management
- Business Process Design
- Systems Architecture
- Process Mapping
- Automation Audits
Engineering
The foundation
- React.js
- Next.js
- Nest.js
- Node.js
- TypeScript
- API Integration
- Full Stack Development
Selected Work
24/7 Lead Generation Agent
End-to-end automated prospecting that never sleeps
Built a fully autonomous lead agent that sources prospects from Apollo and Hunter, scrapes and enriches profiles via Apify, scores lead quality with AI, and sends personalized outreach sequences. Runs 24/7 without human input.
SEO Blog Writer & Publisher
Enriched content with live Google Search visibility
Built an automated blog pipeline that researches topics, writes SEO-optimized articles with proper metadata, generates visuals from Google Search results via RSS feeds, and pushes directly to client blog pages. Every post is publish-ready with JSON-LD, OG tags, and keyword targeting.
Reporting Pipeline
Eliminated a full day of manual work per week
Built an automated reporting pipeline that replaced 8+ hours of manual data aggregation every week. Data flows automatically from multiple sources, gets processed, and lands in clean reports. No human required.
Intelligent Work Router
Replaced chaotic Slack-thread coordination
Designed and built a work routing system that automatically assigns incoming tasks based on type, priority, and capacity. Replaced a Slack-thread-and-spreadsheet process that was breaking under volume.
Agentic Dev Workflows
Multi-step dev tasks that run themselves
Built agentic coding workflows for multi-step technical tasks that used to require someone sitting there the whole time. From spec to implementation to PR: automated, auditable, repeatable.
Aiden AI→
AI SaaS built for a client
Built a full enterprise knowledge automation platform that transforms technical documentation into an instant AI answer engine. 24/7 intelligent support across web and mobile with bulk document training and advanced analytics.
Niggle AI→
AI SaaS built for a client
Built an AI learning platform that generates flashcards, summaries, quizzes, and Q&A from documents, PDFs, and YouTube videos. Includes spaced repetition, progress tracking, and Stripe billing.
CoupleIn→
Mobile app built for a client
Built a relationship app for couples with shared calendars, milestone tracking, conflict resolution tools, and a private dashboard. Shipped to both iOS App Store and Google Play Store.
Our Products
Differentiators
From process mapping to live automation. I ship fast because I handle the full build myself, no handoffs, no committees.
I come from React, Node.js, and TypeScript. When automation hits a wall, I go into the code and fix it. No "that is out of scope" conversations.
Every workflow I build is designed to run unattended. Monitoring, error handling, and fallbacks are built in from day one.
Stop doing it manually.
Tell me what your team spends hours on every week. I will build the system that handles it, deployed in under 2 weeks, running 24/7.