Sara Qarab

Profile Highlights

Automatic PDF Generation

Design, development, maintainence and scaling of various end to end modules for automating PDF generation (for generating different kind of reports) across the system. (via python-reportlab)

Virtual Assistants

Integration of an AI-based speech recognition module providing voice control to the end-users saving total input time. Integration Dialogflow with various custom web apps. Speech processing , textual and audio data pre-processing.

Agentic Systems & RAG (in progress)

Designing multi-stage LangGraph pipelines for financial data analysis, with RAG retrieval planned over earnings transcripts using local vector stores.

LLM Evaluation & Observability

Building a pass/fail evaluation framework for LLM outputs against a structured failure taxonomy. Currently instrumenting with Langfuse and OpenTelemetry GenAI conventions.

Resume

Experience

June 2022 - Ongoing
S&P Global Market Intelligence.

Software Development Engineer in Test - II

  • Designed and built an ETL/EDL pipeline in Python to ingest Azure DevOps data, transforming
    it into structured Excel test plans, eliminating ~90% of manual preparation time.
  • Independently initiated and owned end-to-end security compliance for all automation
    repositories: coordinated onboarding to Fortify and Mend, initiated SVA, SAC, and DVA
    vulnerability scans, and liaised with the CMDB team to assign official App IDs; driving a cross-
    functional process requiring alignment across security, infrastructure, and engineering.
  • Performed full security remediation of automation codebases: identified and removed all
    hardcoded secrets, enforced secure credential practices, and created attestation requests in
    GitHub to meet enterprise compliance standards.
  • Competed in an internal AI agent innovation challenge, building an authentication support
    agent on S&P's Spark Assist platform (internal GPT+n8n) to resolve user access issues
    through conversational AI.
  • Designed and executed test coverage for KOS (KeyOnlineService) entitlement logic, mapping
    user-level access restrictions to platform areas through both exploratory investigation and
    automated API validation.
  • Verified and validated Pronto readability scores on earnings call transcripts, ensuring
    accuracy of communication quality metrics powering Document Intelligence features.
  • Automated API testing for Document Intelligence sentiment analytics: language complexity,
    numerical transparency, and net positivity scoring on financial transcripts.
  • Migrated a legacy Java automation suite to an in-house Python framework, reducing
    onboarding time and improving long-term maintainability across the team.
  • Leveraged SQL for test data engineering , designing queries and manipulating databases to
    construct reliable, representative datasets for automation and validation workflows.
  • Operated within a Scaled Agile Framework.
2019 - 2022
Cognitive Healthcare International (Pvt.) Ltd

Software Engineer

  • Built and shipped REST APIs in Python/Tornado, containerized with Docker so deployments
    stayed consistent across environments
  • Re-architected and built a Python/Tornado backend report-generation server from scratch,
    serving as sole owner and SME, so that report workflows across product lines no longer
    depended on manual generation.
  • Owned the backend for a digitized prescription system end-to-end: APIs, report generation,
    prescription-to-PDF conversion, and Dialogflow chatbot integration, so prescriptions moved
    from paper-based to digital, automated workflows.
  • Developed a voice-command-enabled web chatbot, reducing user manual effort by ~40%
  • Onboarded and mentored junior engineers on best practices; authored internal training docs
    so new hires ramped up independently
  • Built a Python/Tornado backend for a clinic inventory management system so that clinics
    could track stock without manual record-keeping.
  • Maintained a backend server receiving continuous CTG device data via Bluetooth, fixing early
    syntax defects and monitoring data integrity during device operation so that clinical data
    streamed reliably with minimal, rare failures.
Project basis
+Vision (Pvt.) Ltd

Software Engineer - Consultant

  • Planning, overseeing, and leading IT projects from gathering requirements through to completion.
  • Obtaining and evaluating customer feedback to inspire project improvements and implement necessary changes and improvements.
  • Managing e-commerce websites (WordPress)
  • Provide information on latest IT advancement and ideas to the team for our prospects clients
2018
National Institute of Electronics

Internship : Trainee Electronics Engineer

Worked on projects primarily involving microcontrollers and their interfacing with GLCDs.

Feb 2019 - Apr 2020
CodeGini (Pvt.) Ltd.

Machine Learning Engineer

  • GUI Automation: web app automating GUI tasks via hand sketch and voice command
    recognition for reducing manual efforts by 40%.
  • Database design automation (Research and POC): Aided in creating a database design
    automation app, boosting efficiency by 25%.
  • Dialogflow integration in web apps: Integrated Dialogflow into web apps with custom
    webhooks, enhancing user interaction by 40%
    Studied Deep-learning (CNN and NLP), Database design (MySQL), HTML, Angular, CSS

Education

2015-2019
International Islamic University Islamabad

Bachelor of Electronic Engineering (BEE)

  • Final Year Project: Digital Sketch Recognition for GUI Automation with Virtual Assistant.
  • Research paper: Survey on Machine learning techniques.
    to detect cloud-based botnets.
  • 1st Prize HITEC University Robotics Competition (2018).
  • 3rd Prize International Islamic University MATLAB Programming Competition (2017).
2012-2014
Army Public School and Collage, Westridge 3

F.Sc Pre-engineering

Portfolio

Machine Learning (Python)

Machine Learning (Python)

Machine | Deep Learning
Courses/Certifications

Courses/Certifications

Backend Devlopment, Machine | Deep Learning
Python-Automatic PDF generation

Python-Automatic PDF generation

Backend Devlopment
CodeGini (Pvt.) Ltd.

CodeGini (Pvt.) Ltd.

Machine | Deep Learning, Web Development

Contact

Get in Touch

sarahqr20@gmail.com

Islamabad, Pakistan

Freelance Available

Get in touch.