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Saba Siddique

Journey

Frontend intern in 2022 to full-stack AI engineer in 2026.

7 steps. Roles and education are on the home page.

The path

From frontend to AI

Frontend intern in 2022 to full-stack AI engineer in 2026.

  1. Step 012022

    Frontend

    Software Engineer Intern at Wanclouds: React screens, bug fixing, API integration for cloud SaaS dashboards.

    Dec 2022

    ReactAPI integrationCloud SaaS
  2. Step 022023

    Product engineering

    Software Engineer at Wanclouds: cloud and security SaaS (VPC+, SecMon); first AI product work on Cloud Whisperer and Wanclouds Bot.

    Mar 2023 – May 2025

    VPC+SecMonCloud Whisperer
  3. Step 032025

    Full-stack with AI features

    Devsloop (AI-assisted content workflows, lead-gen automation) → xNerds Solutions (RAG/LLM market insights in fintech dashboards, payment automation).

    May 2025 – Jan 2026

    RAG/LLMFintech dashboardsAutomation
  4. Step 042025

    Data Science & AI Bootcamp (Atomcamp × NUST): ML, deep learning, NLP/LLMs, computer vision, RAG, MLOps. Capstone: RediSense.

    Sep 2025 – Mar 2026

    MLNLP/LLMsMLOps
  5. Step 052025

    Contributions to NumPy, SciPy, pandas, sktime, skrub, skpro and pgmpy across the Python scientific-computing stack, plus Hive (aden-hive), a multi-agent framework.

    Dec 2025 – Apr 2026

    NumPypgmpyHive
  6. Step 062026

    AI product work

    Full-Stack AI Engineer at Volmatica: an AI interview assistant desktop app, agentic customer-service workflows and a voice agent for client operations.

    Jan 2026 – Present

    Agentic workflowsVoice agentDesktop app
  7. Step 072026

    Kaggle "AI Agent Security: Multi-Step Tool Attacks" (OpenAI / Google / IEEE): ranked 576 of 4186 (top 14%).

    Aug 2026

    KaggleTop 14%Red-Team Search