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Talha ZainApplied AI Engineer

Experience

Engineering trajectory.

Increasing system ownership and sophistication—not a flat résumé timeline.

  1. Stage 01

    BoolMind

    Lahore

    ML Engineer — Applied / Generative AI

    Jul 2025 — Present

    Architected an LLM-powered semantic advertising recommendation engine translating campaign requirements into structured geo-intent and ranking OOH inventory across 290+ UAE categories.

    Production AIRecommendation systemsSemantic / geospatial searchLangGraphRAGAI evaluationProduction APIsCloud deployment
  2. Stage 02

    IT Genics

    Lahore

    Associate AI Engineer

    Jan 2024 — Jun 2025

    Built no-code conversational and voice AI workflows integrating Llama, NLP pipelines, Twilio, and business actions—packaged behind production APIs and containerized services.

    No-code conversational AILLM workflowsVoice AILlamaNLPTwilioPredictive analyticsComputer visionProduction APIsContainerized deployment
  3. Stage 03

    IT Solutions World Wide

    Islamabad

    Junior AI Engineer

    Jul 2023 — Dec 2023

    Built NLP applications with GPT-3, Llama, BERT, and Falcon, applying transfer learning and fine-tuning to move experiments into reusable services.

    GPTLlamaBERTFalconTransfer learningFine-tuningTensorFlowPyTorchNLP pipelines