> ## Documentation Index
> Fetch the complete documentation index at: https://syedmuhammadhussain.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# CV

> Education, research, industry experience, publications, and technical skills

<Note>
  [Download full CV as PDF](/files/CV_01.pdf)
</Note>

***

## Education

<Steps>
  <Step title="B.S. Computer Science — Habib University, Karachi">
    **2020 – 2024** · Minor in Electrical and Computer Engineering

    Awarded the **TOPS Scholarship** — 4-year full merit-based funding. Coursework included Deep Learning, Robotics, Machine Learning, Algorithms, and Human-Computer Interaction.
  </Step>
</Steps>

***

## Research

<Steps>
  <Step title="Empathic Computing Lab, University of Auckland">
    **Remote Research Intern** · Aug – Dec 2025

    Multimodal distributed LLM-based systems for adaptive conversational agents.
  </Step>

  <Step title="Empathic Computing Lab, University of South Australia">
    **Remote Researcher** · Sep 2024 – Feb 2025

    EEG, head movement, eye gaze, and physiological signal analysis for user intent modeling.
  </Step>

  <Step title="Habib University, Karachi">
    **Undergraduate Researcher** · May 2023 – Aug 2024

    Camouflaged object detection for military surveillance and autonomous vision systems.
  </Step>
</Steps>

***

## Industry

<Steps>
  <Step title="Beam AI — Machine Learning Engineer I">
    **Full-time** · May 2025 – Present

    Self-healing LLM frameworks, AWS Bedrock pipelines, multi-agent systems, multimodal document intelligence.
  </Step>

  <Step title="Beam AI — Associate Machine Learning Engineer">
    **Full-time** · May 2024 – May 2025

    LLM evaluation, deterministic code interpreters, guardrails, RAG pipelines processing 10,000+ documents daily.
  </Step>

  <Step title="Folio3 — ML Engineer Intern">
    **Internship** · Jul – Sep 2023

    Object detection and instance segmentation using YOLO and Mask R-CNN.
  </Step>

  <Step title="HBL (Habib Bank Limited) — SOC Analyst Intern">
    **Internship** · Jul – Oct 2022

    Security operations center monitoring, SIEM tools, and cybersecurity operations.
  </Step>

  <Step title="Habib University — Project Assistant">
    **Internship** · Jun – Sep 2022

    Arduino-controlled CNC dividing machine for precision milling automation.
  </Step>
</Steps>

***

## Publications

| Year | Venue  | Title                                          | Link                                                          |
| ---- | ------ | ---------------------------------------------- | ------------------------------------------------------------- |
| 2024 | ICRAI  | Navigating the Maze Environment in ROS-2       | [🔗 Paper](https://doi.org/10.1109/icrai62391.2024.10894622)  |
| 2024 | IBCAST | Enhanced Camouflaged Object Detection          | [🔗 Paper](https://doi.org/10.1109/IBCAST61650.2024.10877064) |
| 2024 | ICACS  | Arabic Phoneme Classification                  | [🔗 Paper](https://doi.org/10.1109/icacs60934.2024.10473297)  |
| 2023 | INMIC  | Ensemble Learning for Remote Health Monitoring | [🔗 Paper](https://doi.org/10.1109/inmic60434.2023.10465788)  |
| 2023 | IBCAST | Automated Video Summarization for Surveillance | [🔗 Paper](https://doi.org/10.1109/ibcast59916.2023.10712960) |

***

## Recognition

<CardGroup cols={3}>
  <Card title="Empathic Computing Lab" icon="globe">
    Only research intern selected from Pakistan (2025)
  </Card>

  <Card title="Best CS Khidmat Award" icon="award">
    Habib University — for launching OpenRobotics Lab (2024)
  </Card>

  <Card title="TOPS Scholarship" icon="graduation-cap">
    4-year full merit-based funding, Habib University (2020)
  </Card>
</CardGroup>

***

## Skills

<CardGroup cols={2}>
  <Card title="ML / Deep Learning" icon="brain">
    PyTorch, TensorFlow, Keras, scikit-learn, Computer Vision, NLP
  </Card>

  <Card title="AI Systems" icon="microchip">
    LLM Evaluation, RAG, AI Agents, LangChain, LlamaIndex, Prompt Engineering
  </Card>

  <Card title="Infrastructure" icon="server">
    AWS Bedrock, Azure AI, Docker, MLflow, Qdrant, PGVector, MLOps
  </Card>

  <Card title="Robotics" icon="robot">
    ROS 2, SLAM, Nav2, Gazebo
  </Card>
</CardGroup>

`Python` `SQL` `Git` `DevOps` `Cloud Computing`