Bilal Saeed

Product Engineer — Product Management × Full-Stack & AI Engineering

📍 Lahore, Pakistan✉ bilal@icybergenome.com
GitHubLinkedInUpworkX/Twitter
Download Resume

▹ Professional Summary

Product Engineer with 8+ years building B2B SaaS and AI products end-to-end — owning both the product side (requirements gathering, discovery, roadmaps, prioritization) and the build (Next.js, React, Python, cloud infrastructure). Led product and engineering for platforms serving Ipsos, Nielsen, and Universal Pictures. AI-native: daily work with frontier models, agentic tools, RAG pipelines, and local inference. I turn ambiguous problems into shipped, measured products.

▹ Technical Skills

Frontend & Mobile

Next.jsReact.jsReact NativeTypeScriptTailwindCSSRedux

Backend & Cloud

Node.jsPythonFastAPIPostgreSQLAWSFirebase

AI/ML & Data Science

OpenAIAnthropicLangChainTensorFlowRAGLLMs

Product

Product ManagementDiscovery & RequirementsRoadmappingProduct AnalyticsAgentic AI (MCP, agents)

▹ Professional Experience

Product Engineer

Sep 2025 – Present

Buildable

  • ▹Own the path from high-level client requirements to shipped platform — doability, scoping, architecture, delivery — on an AI agent system for Dubai real estate analysis
  • ▹Built an MCP-based intelligence layer over analytics, sales, and user-behavior data that suggests development tickets — usage data feeds the roadmap directly
  • ▹Agentic workflows replacing ~6 hours of manual analysis groundwork per report

Senior Software Engineer — Product & AI/ML

Aug 2025 – Jun 2026

AISEO

  • ▹Shipped the SEO Agent from a one-line brief — ran discovery with content writers and SEO specialists to define quality, then built it
  • ▹Scaled AI content infrastructure to 10M+ monthly requests; cut API costs 40%
  • ▹Led engineering-process improvements and AI development-tooling adoption

Lead Full-Stack Engineer & Product Manager

Nov 2019 – 2024

Supry Inc

  • ▹LSTN (AI Transcription SaaS) – Owned product direction and delivery of GPT-powered B2B transcription for Ipsos & Nielsen; roadmap decisions improved accuracy by 40%
  • ▹ElephantsApp – Scoped and shipped AI-driven GoalCoach for personalized wellness, lifting engagement 45%
  • ▹Palomer AI – Built multi-agent movie idea & screenplay generator using CrewAI & GPT
  • ▹Cineticket – Managed full-stack development for Universal & The Space cinemas in Italy

Freelance Full-Stack Developer

2018 – Present

Self-Employed

  • ▹Innovite – Developed LEAN canvas collaboration tool with Kanban dashboards
  • ▹Meetups App – Built React Native frontend with personalized ML recommendations

Software Engineer

2016 – 2018

Techlogix (Pvt.) Limited

  • ▹Optimized React applications using LazyLoading, improving performance by 25%
  • ▹Awarded "Achiever of the Month" for exceptional contributions

▹ Education

BSc Computer Science

COMSATS Institute of IT

2012-2016 | GPA: 3.29

BSc Hons Computing

University of Lancaster, UK

Joint Program 2013-2016 | GPA: 3.33

▹ Certifications

  • ▹Machine Learning Specialization – DeepLearning.ai, Stanford (Oct 2024)
  • ▹Advanced Learning Algorithms – DeepLearning.ai (Sep 2024)
  • ▹Python for Data Science, AI & Development – Coursera & IBM (Apr 2025)
  • ▹Excel Essentials for Data Analytics – Coursera & IBM (Mar 2025)

Interested in working together?

Get In Touch