Mustafa Abdullah Hakkoz, PhDc

๐Ÿ‘จ๐Ÿปโ€๐Ÿฆฒโœจ Guardiola of AI | ๐Ÿง  Agentic Strategy Consultant | ๐Ÿš€ Large-Scale AI Systems Builder | ๐Ÿ”ฌ AI-Native Researcher

Istanbul, Tรผrkiye

About

๐Ÿ”ฅ ๐—–๐˜‚๐—ฟ๐—ฟ๐—ฒ๐—ป๐˜๐—น๐˜† ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด an AI-native consulting venture focused on the strategy, architecture, and large-scale deployment of AI systems. ๐Ÿงฑ ๐—ช๐—ฒ ๐—ด๐—ผ ๐—ฏ๐—ฒ๐˜†๐—ผ๐—ป๐—ฑ ๐—ฎ๐—ฑ๐˜ƒ๐—ถ๐—ฐ๐—ฒ. We architect, build, and deploy scientifically grounded AI systems aligned with real business outcomes. ๐Ÿช„ ๐—ฌ๐—ผ๐˜‚ ๐—ฏ๐—ฟ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ฑ๐—ผ๐—บ๐—ฎ๐—ถ๐—ป ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ. ๐—ช๐—ฒ ๐—ฑ๐—ฒ๐—น๐—ถ๐˜ƒ๐—ฒ๐—ฟ ๐—”๐—œ ๐—ฒ๐˜…๐—ฒ๐—ฐ๐˜‚๐˜๐—ถ๐—ผ๐—ป. ๐Ÿงฉ ๐—ข๐˜‚๐—ฟ ๐˜„๐—ผ๐—ฟ๐—ธ ๐—ฐ๐—ผ๐—บ๐—ฏ๐—ถ๐—ป๐—ฒ๐˜€: โ€ข Strategic problem framing and executive-level guidance โ€ข Hands-on multi-agent LLM engineering โ€ข Deployment of large-scale production infrastructures โ€ข PhD-level research in dynamic and biologically inspired AI systems โ€ข Research initiatives designed for positive societal impact ๐Ÿ“ˆ ๐—ช๐—ฒ ๐—ต๐—ฎ๐˜ƒ๐—ฒ ๐—ฏ๐˜‚๐—ถ๐—น๐˜ ๐—ฎ๐—ป๐—ฑ ๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ๐—ฑ: โ€ข Digital twins and population-scale simulation platforms โ€ข Multi-agent workflow automation infrastructures โ€ข Knowledge graph and reasoning-oriented architectures โ€ข Enterprise-level agentic frameworks that expand e-commerce catalogs from 10K to 1M+ products โ€ข Disaster prediction and early warning systems โ€ข Financial forecasting and portfolio simulation frameworks โ€ข Terabyte-scale multimodal data pipelines for precision agriculture ๐Ÿงฌ ๐—ข๐˜‚๐—ฟ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต focuses on neuromorphic AI, dynamic knowledge representation, scalable semantic systems, and social digital twins. ๐ŸŽฏ ๐—ช๐—ฒ ๐—ฏ๐—ฒ๐—น๐—ถ๐—ฒ๐˜ƒ๐—ฒ the future of consulting belongs to senior operators who combine: Strategic judgment ๐Ÿง  Deep domain expertise ๐Ÿ“š Scientific depth ๐Ÿ”ฌ Execution capability ๐Ÿ‘ท โ€”all aligned around measurable business impact. ๐Ÿ’ฐ ๐ŸŒ„ ๐—ช๐—ฒ ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ ๐˜๐—ต๐—ฎ๐˜ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ. ๏ผข๏ฝ…๏ฝ™๏ฝ๏ฝŽ๏ฝ„ ๏ผก๏ผฉ H๏ฝ™๏ฝ๏ฝ…. ๏ผฉ๏ฝŽ๏ฝ”๏ฝ E๏ฝ˜๏ฝ…๏ฝƒ๏ฝ•๏ฝ”๏ฝ‰๏ฝ๏ฝŽ. ๏ผฌ๏ฝ…๏ฝ”๏ผ‡๏ฝ“ C๏ฝ๏ฝŽ๏ฝŽ๏ฝ…๏ฝƒ๏ฝ” ๐Ÿค

Experience

  • Co-Founder & CTO at Bigword AI
    Jul 2025 - Present ยท 1 yr 1 mo

    ๐Ÿ”ฅ๐˜Š๐˜ฐ๐˜ฐ๐˜ฌ๐˜ช๐˜ฏ๐˜จ ๐˜ถ๐˜ฑ ๐˜ด๐˜ฐ๐˜ฎ๐˜ฆ๐˜ต๐˜ฉ๐˜ช๐˜ฏ๐˜จ ๐˜ด๐˜ฐ ๐˜ฉ๐˜ฐ๐˜ต, ๐˜ข๐˜ญ๐˜ด๐˜ฐ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ค๐˜ข๐˜ฎ๐˜ฑ๐˜ข๐˜ช๐˜จ๐˜ฏ๐˜ฆ๐˜ณ๐˜ด ๐˜ฏ๐˜ฆ๐˜ฆ๐˜ฅ ๐˜ข ๐˜ง๐˜ข๐˜ฏ :)

  • Co-Founder & CEO at Stealth AI Startup
    Jan 2024 - Present ยท 2 yrs 7 mos

    ๐Ÿ”ฅ๐˜Š๐˜ฐ๐˜ฐ๐˜ฌ๐˜ช๐˜ฏ๐˜จ ๐˜ถ๐˜ฑ ๐˜ด๐˜ฐ๐˜ฎ๐˜ฆ๐˜ต๐˜ฉ๐˜ช๐˜ฏ๐˜จ ๐˜ด๐˜ฐ ๐˜ฉ๐˜ฐ๐˜ต, ๐˜ฆ๐˜ท๐˜ฆ๐˜ฏ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ณ๐˜ฐ๐˜ฃ๐˜ฐ๐˜ต๐˜ด ๐˜ฏ๐˜ฆ๐˜ฆ๐˜ฅ ๐˜ข ๐˜ง๐˜ข๐˜ฏ. โš™๏ธ๐Ÿค–Mฬพuฬพlฬพtฬพiฬพ ฬพAฬพgฬพeฬพnฬพtฬพ ฬพWฬพoฬพrฬพkฬพfฬพlฬพoฬพwฬพ ฬพAฬพuฬพtฬพoฬพmฬพaฬพtฬพiฬพoฬพnฬพ๐Ÿค–โš™๏ธ

  • ITU Faculty of Computer and Informatics Engineering (3 yrs 6 mos)
    • Lead Researcher
      Oct 2024 - Jul 2025 ยท 10 mos

      ๐˜š๐˜ฐ๐˜ญ๐˜ท๐˜ช๐˜ฏ๐˜จ ๐˜ค๐˜ฐ๐˜ฎ๐˜ฑ๐˜ญ๐˜ฆ๐˜น ๐˜ฃ๐˜ถ๐˜ด๐˜ช๐˜ฏ๐˜ฆ๐˜ด๐˜ด ๐˜ฑ๐˜ณ๐˜ฐ๐˜ฃ๐˜ญ๐˜ฆ๐˜ฎ๐˜ด ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜ผ๐™œ๐™š๐™ฃ๐™ฉ๐™ž๐™˜ ๐™ˆ๐™ž๐™ฃ๐™™๐™จ๐™š๐™ฉ. โ€ข ๐— ๐—ฒ๐—ฑ๐—๐—ผ๐˜‚๐—ฟ๐—ป๐—ฒ๐˜† ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€: An end-to-end agentic workflow for health tourism powered by virtual customer representatives. โ€ข ๐—•๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐—ฆ๐—ฐ๐—ผ๐˜‚๐˜๐—ถ๐—ป๐—ด ๐—–๐—ฟ๐—ฒ๐˜„: Multi AI agent automation for scouting promising SMEs across every sector accessing public channels. โ€ข ๐—ฉ๐—ถ๐—ฟ๐˜๐˜‚๐—ฎ๐—น ๐—”๐—œ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐˜๐—ถ๐˜€๐˜๐˜€: A team of collaborative AI agents for analyzing and accurately classifying terabytes of imagery data with exceptional consistency. โ€ข ๐—›๐—ฅ ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€: Autonomous AI agents for futuristic applications in Human Resources. Or, should I say "๐ด๐‘”๐‘’๐‘›๐‘ก ๐‘…๐‘’๐‘ ๐‘œ๐‘ข๐‘Ÿ๐‘๐‘’๐‘ "? ๐Ÿ˜‰

    • Research Scientist
      Feb 2022 - Oct 2024 ยท 2 yrs 9 mos

      ๐˜ ๐˜ฅ๐˜ฐ ๐˜ณ๐˜ฆ๐˜ด๐˜ฆ๐˜ข๐˜ณ๐˜ค๐˜ฉ ๐˜ฐ๐˜ฏ ๐˜ช๐˜ฎ๐˜ฑ๐˜ฐ๐˜ด๐˜ด๐˜ช๐˜ฃ๐˜ญ๐˜ฆ ๐˜ต๐˜ฉ๐˜ช๐˜ฏ๐˜จ๐˜ด. โ€ข Teaching reasoning to LLMs using โ€‹๐™‰๐™š๐™ช๐™ง๐™ค๐™ข๐™ค๐™ง๐™ฅ๐™๐™ž๐™˜ ๐˜พ๐™ค๐™ข๐™ฅ๐™ช๐™ฉ๐™ž๐™ฃ๐™œ โ€ข Early-warning mechanism for seismic activities: ๐™ฎ๐™š๐™ง๐™™๐™ช๐™ง๐™ช๐™ข๐™ช.๐™˜๐™ค๐™ข โ€ข Open-source time series analysis library for "Chaotic Systems": ๐Ÿ…ฟ๐Ÿ…ด๐Ÿ…ฒ๐Ÿ…ฝ๐Ÿ…ด๐Ÿ†ƒ โ€ข Predictive finance applications: ๐™˜๐™–๐™จ๐™๐™จ๐™ฅ๐™š๐™š๐™™๐™š๐™ง.๐™˜๐™ค๐™ข โ€ข LLM-based empathetic personal assistant: ๐Ÿ„บ๐Ÿ„ป๐Ÿ„ป๐Ÿ„ฐ๐Ÿ…๐Ÿ„ฐ

  • Data Science / LLM Specialist at Network Hardwares
    Jun 2022 - May 2024 ยท 2 yrs

    ๐˜ ๐˜ฉ๐˜ข๐˜ท๐˜ฆ ๐˜ฅ๐˜ฆ๐˜ท๐˜ฆ๐˜ญ๐˜ฐ๐˜ฑ๐˜ฆ๐˜ฅ ๐˜ข๐˜ถ๐˜ต๐˜ฐ๐˜ฏ๐˜ฐ๐˜ฎ๐˜ฐ๐˜ถ๐˜ด ๐˜ˆ๐˜ ๐˜ข๐˜จ๐˜ฆ๐˜ฏ๐˜ต๐˜ด ๐˜ง๐˜ฐ๐˜ณ ๐˜ฆ-๐˜ค๐˜ฐ๐˜ฎ๐˜ฎ๐˜ฆ๐˜ณ๐˜ค๐˜ฆ ๐˜ฐ๐˜ฑ๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ด. โ€ข ๐—ฆ๐—˜๐—ข ๐—”๐—ด๐—ฒ๐—ป๐˜: Generating SEO focused contents for product pages. โ€ข ๐——๐—ฒ๐—ฎ๐—น ๐—™๐—ถ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—”๐—ด๐—ฒ๐—ป๐˜: Tracking distributor APIs and catching anomalies in historical price-quantity. โ€ข ๐—ฃ๐—ฟ๐—ถ๐—ฐ๐—ฒ ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฒ๐—ฟ ๐—”๐—ด๐—ฒ๐—ป๐˜: Monitoring competition on Amazon Buybox and giving pricing suggestions. โ€ข ๐—–๐˜‚๐˜€๐˜๐—ผ๐—บ๐—ฒ๐—ฟ ๐—”๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜ ๐—”๐—ด๐—ฒ๐—ป๐˜: A smart chatbot for all kinds of customer interactions. Recommendations, comparisons, order tracking and issue management. โ€ข ๐—”๐—ฏ๐—น๐—ผ๐—ผ๐—บ ๐—”๐—œ ๐—–๐—ต๐—ฎ๐˜: Shopify app with automated integration.

  • Data Scientist at Naylalabs
    Nov 2021 - May 2022 ยท 7 mos

    ๐˜–๐˜ฏ๐˜ค๐˜ฆ, ๐˜ ๐˜ธ๐˜ข๐˜ด ๐˜ธ๐˜ข๐˜ฏ๐˜ฅ๐˜ฆ๐˜ณ๐˜ช๐˜ฏ๐˜จ ๐˜ฃ๐˜ฆ๐˜ต๐˜ธ๐˜ฆ๐˜ฆ๐˜ฏ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ณ๐˜ฆ๐˜ข๐˜ญ๐˜ฎ๐˜ด ๐˜ฐ๐˜ง ๐˜๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ข๐˜ฏ๐˜ฅ ๐˜™๐˜ฆ๐˜ข๐˜ญ๐˜ช๐˜ต๐˜บ. โ€ข Building a 3D object detection pipeline and turning it to mobile AR application ๐“‹๐’พ๐“‡๐“‰๐“Š๐’ถ๐“ ๐’ป๐’พ๐“‰-๐“‡โ„ดโ„ด๐“‚. โ€ข Making a prototype of an ML-based picture similarity app. Re-invented ๐—ฉ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—• approach by accident :) โ€ข Prototyping and optimizing a ๐–“๐–Š๐–š๐–—๐–†๐–‘ ๐–˜๐–™๐–ž๐–‘๐–Š ๐–™๐–—๐–†๐–“๐–˜๐–‹๐–Š๐–— application. โ€ข ๐”พ๐•–๐•Ÿ๐•–๐•ฃ๐•’๐•ฅ๐•š๐•ง๐•– ๐•ž๐• ๐••๐•–๐•๐•š๐•Ÿ๐•˜ on fashion datasets.