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Abdullah Siddique

AI engineer with 7+ years across software engineering and cybersecurity, building and operating production AI systems: multi-agent LangGraph architectures, RAG pipelines, and the infrastructure that makes them enterprise-ready, including evaluation suites, human-approval controls, tenant isolation, and PII protection. Took OffSec KAI from concept to production and built OSCAR, an AI support agent that cut contextualized ticket volume by 40%. Leads products from ambiguous requirements through production and live support.

Vancouver, British Columbia, Canadacv.siddicky.caLinkedInGitHub
01

Experience

Jul 2026 – Present
Vancouver, BC

The Be Human Company · Self-employed, Full Time

Co-Founder & CTO / Chief AI Officer

  • Translated AI governance, security, and customer requirements into the product roadmap, system architecture, and delivery priorities for a governance-first SaaS platform.
  • Built Python services for AI control evaluation and agent sandboxing with strict validation, automated tests, CI/CD, observability, and secure execution boundaries so customer workflows could be evaluated safely.
  • Worked with technical and non-technical stakeholders to turn compliance evidence into maturity scores, prioritized remediation, and customer-facing reports.
  • Built a fail-closed authorization gateway that verifies signed client authorization before agents can access real data, plus DMARC-based email trust validation, secrets-by-reference credentials, and network egress allowlists.
  • Architected a Python AI governance platform with 65+ controls across eight domains, configurable maturity scoring, prioritized remediation, automated PDF evidence reporting, and an isolated synthetic-data sandbox with per-step tracing and nine pytest suites.
PythonpytestCI/CD
Jan 2023 – Jul 2026
Remote - New York, US

OffSec · Contract, Full Time

Software Engineer L2 – AI Innovation & Development

  • Built and operated Python and TypeScript/NestJS back-end services and versioned REST APIs for OffSec's SaaS cybersecurity-learning platform, enabling learners, enterprise administrators, and support teams to use AI guidance, recommendations, and reporting in production.
  • Designed distributed and event-driven services with AWS, Kafka, PostgreSQL, MongoDB, Redis, and Elasticsearch, balancing latency, throughput, backward compatibility, and reliability as product requirements evolved.
  • Owned services from development through production with automated testing, GitLab CI/CD, Docker, Kubernetes, Grafana, Loggly, OpenTelemetry, monitoring, alerting, and incident diagnosis so failures could be detected and resolved before disrupting customer workflows.
  • Designed secure LLM and agent controls using authorization, account-scoped data and caches, read-only SQL, retries, audit logging, and PII-safe logs to protect sensitive enterprise and learner data.
  • Collaborated in agile delivery with product managers, data scientists, designers, support, and engineers to translate ambiguous business needs into user-facing features; shared architecture guidance and mentored teammates through releases and production operations.
  • Architected a LangGraph/Deep Agents B2B orchestrator that coordinated remote specialist agents across multiple microservices, strengthening enterprise retention and protecting tens of thousands of dollars in recurring revenue.
  • Owned deployment and CI/CD for a 38-service platform across five development, preproduction, production, and blue/green environments using Docker Swarm, Traefik, Ansible, Vault-gated GitLab pipelines, and automatic rollback on failure.
LangGraphDeep AgentsNestJSLangSmithPrisma
Nov 2021 – Jan 2023
Remote – New York, US

OffSec · Contract, Full Time

Senior Student Mentor → Student Mentor – Technical Services

  • Mentored OSCP, OSEP, and advanced cybersecurity learners through structured coaching, technical troubleshooting, documentation, and cross-functional escalation.
  • Maintained production Discord bots and support automation so the Technical Services team could respond to learner questions faster and more consistently; monitored reliability and iterated from learner and support-team feedback.
  • Automated exploitation and validation workflows to test lab and certification-exam infrastructure end to end, reproducing and escalating defects with engineering teams.
  • Increased support efficiency threefold by developing and maintaining two production Discord bots for OffSec learners and technical support staff.
Discord botsautomation frameworks
May 2025 – Jan 2026
Remote – United States

JSW AI Services · Contract, Part Time

Principal AI Engineer

  • Architected multi-agent platforms for enterprise clients so teams could retrieve knowledge, analyze data, generate content, and execute approved tools through one workflow.
  • Built JWT-secured typed and streaming APIs, React/Next.js interfaces, MongoDB retrieval, and LangSmith observability so authorized users could operate and evaluate agent workflows.
  • Created evaluation datasets, pytest suites, pre-commit checks, CI/CD gates, and production feedback loops so agent releases could be tested before deployment.
  • Developed Monet AI's LangGraph supervisor coordinating three specialist agents for MongoDB Atlas hybrid RAG, experience creation, and Snowflake analytics, with human approval gates, dual-JWT authentication, tenant isolation, and multi-turn LangSmith evaluation.
LangGraphReactNext.jsMongoDBLangSmithpytest
Jul 2024 – Dec 2024
Remote – New York, US

Polymer Runtime Data Security · Contract, Part Time

Senior Python Developer

  • Improved Python NLP detection for PII and PHI in Polymer's runtime data-security platform, tuning classification behavior to reduce false positives in customer DLP workflows.
  • Optimized high-throughput remediation pipelines so security events were processed with lower latency.
  • Extended DLP controls to AI traffic so customers could inspect and govern sensitive data entering or leaving AI systems.
  • Integrated 10+ SaaS systems using OAuth and KMS-backed tenant isolation so customers could protect data across cloud applications.
  • Worked with security and engineering teams under SOC 2 and HIPAA controls, mentoring engineers on safe handling of customer-sensitive data.
NLPOAuthKMS
Jan 2018 – Dec 2019
Karachi, Pakistan

Pakistan Stock Exchange · Karachi, Pakistan · Employee, Full Time

Data Vending Officer – Product & Research

  • Delivered capital-market data products in a regulated exchange: index creation, maintenance, market analysis, investor reporting, and research on critical financial datasets.
  • Maintained index methodologies and source-data quality, validating calculations, research inputs, and reporting outputs under exchange controls.
  • Collaborated with product, research, data, and market stakeholders to translate requirements into investor-facing datasets, analysis, and reports.
02

Certifications

LangChain Certified Agent Engineer

Offensive Security Experienced Penetration Tester (OSEP)

Offensive Security Certified Professional (OSCP)

03

Skills

Programming Languages
PythonTypeScriptJavaScriptSQLCypher
Frameworks & Libraries
LangGraphLangChainLangSmithNestJSReactNext.jspytestFastAPIVue.jsDeep AgentsPydantic AIZodTransformers.js
Databases
PostgreSQLMySQLMongoDBRedisElasticsearchSnowflakePineconeQdrant
Tools & Software
REST APIsmicroservicesKafkaS3Prismadata-lake integrationsstreaming APIsworkflow orchestrationevaluation harnessesoffline regression suitesautomated data-quality validationloggingtracingtoken/cost monitoringCI/CD quality gatespre-commit enforcementrelease engineeringMCPRAGhybrid retrievalvector searchSSEGitLab CI/CDGitHub ActionsOpenTelemetryGrafanaLangfuseSonarQubehuman-in-the-loopLLM evaluationstructured outputstool calling
Cloud Platforms
AWSAzureDockerKubernetesDocker SwarmHashiCorp VaultAnsibleTraefik
Soft Skills
LeadershipMentoringproduct strategystakeholder managementcross-functional collaborationincident response
Compliance & Security
AI governance frameworkscompliance-first architectureauthorization guardrailsaudit loggingcustomer data scopingPII detectionOWASPMITRE ATT&CKOSCPOSEPagent sandboxingtenant isolationprompt injection threat modelingsecrets managementnetwork egress allowlistingDMARC validationSOC 2HIPAADLPIAMJWTOAuthKMS
04

More

OPEN SOURCE, AWARDS & SECURITY PROJECTS

Oh My DCode

TypeScript · LangChain Deep Agents · npm v0.1.0

LangChain Skills

LangChain · LangGraph · LangSmith · Deep Agents

AnonymizerTS

TypeScript · Transformers.js · Presidio · npm v1.0.3

TrustCallJS

TypeScript · Zod · JSON Patch · npm v0.3.0

Semantic Router

Python · Pinecone

OffSec CORE Award

Creating Outstanding Results Everyday · Dec 2023

Code Graph RAG

Pydantic AI · Cypher · Qdrant · MCP

Autopwn Framework

Python · Offensive Security · Automation

OffSec Hints Bot

Discord.js · Discord.py · Support Automation

Oh My MuseCode

TypeScript · Meta Muse Code · npm v0.4.0

PROPRIETARY PROJECTS

OffSec KAI

Python · FastAPI · LangGraph · Pinecone

Monet AI

LangGraph · MongoDB · NL-to-SQL · LangSmith

Slack QL Agent

Python · MySQL · NL-to-SQL

AI Governance Audit Framework

Python · AI Governance · Agent Sandboxing

OffSec OSCAR

Python · LangChain · Pinecone · Langfuse

OffSec Recommendations Service

LangGraph · MCP · Kafka · Redis

OffSec AI Gateway

TypeScript · NestJS · LangGraph · Prisma

OffSec LangGraph Agent Server Toolkit

TypeScript · NestJS · LangGraph · Redis

OffSec Reports Microservice – LangGraph Rewrite

NestJS · LangGraph · MCP · Redis

OffSec Enterprise Learning Path & Preferences Agents

Vue.js · LangGraph · API Gateway

05

Education

Lahore University of Management Sciences

BA-LLB, Law

Institute of Business Management

Bachelor of Business Administration, Accounting & Finance

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