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TalhaMaliktz/README.md

Talha | Forward Deployed Engineer & AI Architect

Designing Deterministic State Machines & Verifiable Enterprise Infrastructure. M.S. Information Security (Batch Topper) | Ex-Venture Fund Tech Gatekeeper

I am a Forward Deployed Engineer (FDE) bridging the gap between raw AI capabilities and strict enterprise governance. I do not build unbounded AI wrappers. I architect secure, event-driven systems that allow enterprises to deploy agentic workflows without leaking proprietary data or burning API budgets.

By treating AI as code bounded by zero-trust architectures, I bring the transparency and cryptographic verifiability of decentralized networks directly to enterprise data pipelines.

🏗️ Currently Building in Public

tenet-backend Open-sourcing an enterprise-grade, verifiable RAG architecture.

  • Agentic Orchestration: Managing deterministic state machines and isolated local vector pipelines using LangGraph and Python.
  • Asynchronous Resilience: Decoupling ingestion using event-driven infrastructure (NestJS, Redis, BullMQ) to safely parse massive datasets without blocking the main event loop.
  • Zero-Cost Embedding: Implementing pgvector isolation for absolute data sovereignty.

🛡️ Core FDE Capabilities

  • Verifiable Agentic Systems: Designing AI infrastructure that outputs cryptographically traceable, auditable results rather than probabilistic hallucinations.
  • The Frugal Architect Engine: Optimizing compute from bare-metal Ubuntu environments and M-series silicon up to the cloud layer, preventing enterprise token burn through lean engineering.
  • Track Record in Technical Due Diligence: Previously at Lisk, I acted as the technical gatekeeper for a $15M VC fund and global incubation partners (CV Labs, AyaHQ, AngelHack, SUCI). I audited, stress-tested, and scaled startups from prototype to production. I now apply this exact institutional rigor to de-risk enterprise AI stacks.

🛠️ The Sovereign Stack

  • Backend & Orchestration: NestJS, Python, Node.js, TypeScript.
  • Asynchronous Infra: Redis, BullMQ, Event-Driven Architecture.
  • Data & Vector Storage: PostgreSQL, pgvector, Prisma.
  • Provability & Web3: EVM Architecture, Distributed Ledger Technology, Smart Contract Security.

"AI is moving faster than enterprise compliance. I build the guardrails."

LinkedIn | X (Twitter) | YouTube

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  1. smart-docs smart-docs Public archive

    TypeScript 2

  2. LiskHQ/scaffold-lisk LiskHQ/scaffold-lisk Public template

    Forked from ethereum-optimism/scaffold-op

    A boilerplate for dApps on Lisk

    TypeScript 12 44

  3. LiskHQ/lisk-docs LiskHQ/lisk-docs Public

    Documentation for Lisk network

    JavaScript 7 6

  4. LiskArchive/lisk-sdk-examples LiskArchive/lisk-sdk-examples Public archive

    🔩 Example proof of concept blockchain applications built using the Lisk software development kit

    JavaScript 36 37

  5. LiskArchive/lisk-service LiskArchive/lisk-service Public archive

    ⚙️ API based service provider to Lisk user interfaces

    JavaScript 32 16

  6. LiskArchive/lisk-legacy-docs LiskArchive/lisk-legacy-docs Public archive

    📘 Lisk documentation repository

    CSS 28 57