Shoaib Rasool

Shoaib Rasool

Full Stack AI Engineer
Pakistan
Full-time Remote

About Me

Full Stack AI Engineer with four years of experience spanning frontend, backend, and applied AI/LLM engineering, running in parallel with a BS in Artificial Intelligence completed in 2025. Currently AI Lead on a producti…

Experience

Backend AI Engineer

Anemoia · Wah Cantonment, Pakistan
Jan 2026 - Present · 9 months

<p>AI Lead on Sentrio, a production multi-agent security risk platform, working as the core Backend and AI engineer.</p><p> Built the platform's AI infrastructure on LangGraph multi-agent orchestration, using FastAPI as the backend framework for all agentic workflows.</p><p> Implemented FAIR-based Monte Carlo risk simulations for quantitative security risk scoring.</p><p> Built Gemini-powered batch alert classification to process security alerts at scale.</p><p> Designed and implemented prompt injection guardrails covering 14 distinct attack categories.</p><p> Built a Qdrant-backed, RBAC-aware RAG system with semantic caching, model tiering, and token cost optimization.</p><p> Built a source-aware alert normalizer to unify alert formats across Wazuh, GuardDuty, and Suricata.</p><p> Debugged and resolved Gemini 429 quota exhaustion issues in production by implementing deduplication, priority queuing, and model fallback strategies.</p><p> Integrated human-in-the-loop mechanisms and MCP tools/skills directly into the agentic workflows.</p><p> Produced technical documentation for the platform and a cost/token usage guide for clients.</p>

Full-Stack AI Engineer

Cofttech.ai · Islamabad, Pakistan
Jun 2025 - Mar 2026 · 8 months

<p>Led the Rebot project, managing a team of two junior developers, and built the platform end to end.</p><p> Built Rebot, a no-code chatbot creation platform, entirely from scratch, including ERD design and overall system architecture before development began.</p><p> Built the frontend in React, the backend in FastAPI, and used MongoDB as the primary database.</p><p> Built integrations enabling chatbot deployment to Slack, websites, and embeddable widgets.</p><p> Integrated Stripe to handle payment methods and billing.</p><p> Implemented webhooks to stream LLM responses to clients in real time.</p><p> Applied CORS management and security guardrails to prevent data breaches.</p><p> Optimized the platform's RAG architecture for hybrid search and reranking, and added model evaluation to ensure retrieved data accuracy.</p><p> Reduced hallucinations through strict context grounding, retrieval reranking, and confidence-based fallback responses.</p>

Full Stack Developer

Booma Enterprises · United Kingdom
Mar 2024 - May 2025 · 1 year 2 months

<p>Built the full ecosystem for the NAVIGO Taxi project, from admin dashboard through backend migration to rider and driver mobile apps.</p><p> Built a Next.js admin dashboard integrated with Firebase, including server-side functions and authentication.</p><p> Worked with a senior developer to migrate the backend from Firebase to a Node.js backend.</p><p> Built two React Native applications, one for drivers and one for riders, including Google Maps integration, webhooks, and real-time trip tracking.</p><p> Implemented theming, in-app notifications, and in-app messaging across both rider and driver apps.</p>

React Developer

Enigma Software Solutions · Islamabad, Pakistan
Jul 2022 - Feb 2024 · 1 year 7 months

<p>Core frontend developer on an attendance management system, while also supporting other teams with frontend work.</p><p> Built the entire frontend of an attendance management project using React Hooks, including useReducer and useRef, with a component-based architecture.</p><p> Owned state management design across the application.</p><p> Supported other engineering teams with frontend implementation tasks outside the core project.</p>

PROJECTS

Sentrio

Anemoia · https://sentrio-dashboard.vercel.app/dashboard/roles
Duration : 01-Jan-2026 - 31-Aug-2026

<p>A production multi-agent security risk platform, backend architecture using FastAPI and Node adjacent service integration. Integrated LangGraph multi agent orchestration for agentic workflow.</p>

Certifications

BS Degree

Air University, Pakistan · Islamabad , Islamabad , Pakistan · 2025

Skills

React Next.js Vue TypeScript Redux Context API Tailwind CSS Material UI Bootstrap React Native Expo Node.js Express.js FastAPI WebSockets SSE Pydantic LangGraph LangChain RAG Hybrid Search Reranking Prompt Engineering Model Evaluation Agentic Workflow Design Human-in-the-loop Systems MCP OpenAI Anthropic Claude Google Gemini Groq Llama Ollama Qdrant Pinecone FAISS BM25 Reciprocal Rank Fusion BGE-large-en-v1.5 tiktoken MongoDB Supabase MySQL PostgreSQL SQLite SQLAlchemy Stripe Slack Cal.com API Notion API
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