PM who can build.
Developer who ships.

I've spent 8 years across software engineering, solution delivery, and product ownership — mostly in payments, insurance, and SaaS at Electrolux. These days I train and evaluate AI models at Mercor and build with Claude Code. I have a CS degree and I still write code. Right now I'm looking for a PM or Senior PO role where the technical side actually matters.

Experience
AI Trainer, General Expert (Independent Contractor) Jun 2026 – Present
Mercor, Remote
  • Train and evaluate AI models for a top-tier AI lab: assess model responses against detailed rubrics, rank and rate outputs, and write structured feedback explaining each judgment
Senior Product Owner, Nexure Sales Platform Sep 2023 – Feb 2026
Electrolux, Sweden
  • Led the product for a B2B/B2C sales platform used by contact centres across Europe and North America, covering insurance, service contracts, and payments
  • Moved the platform from V1 to V2: cut operational overhead by 40%, got dev teams shipping 30% faster, and roughly halved time-to-market
  • Launched payments with Klarna, Adyen, Stripe, and Cash; used dynamic pricing and lifecycle flows to improve retention by around 10%
  • Moved 3 countries in one quarter, then ran a 4-country rollout simultaneously, coordinating engineering, UX, ops, and commercial teams across different time zones
  • Built working AI prototypes (a fraud detection tool, a chargeback flow) to show stakeholders what was possible rather than just describing it
  • Trained an LLM on our product docs so it could answer team questions. Saved a lot of back-and-forth.
Delivery Lead / Transformation Manager (IFS ERP) Oct 2024 – Apr 2025
Munters, Sweden
  • Led end-to-end IFS ERP rollout for Czech manufacturing site, driving adoption of standardized global processes
  • Designed a repeatable rollout framework later adopted for Sweden and US implementations
  • Applied process mining to identify bottlenecks and optimize rollout efficiency
Solutions Engineer & Solution Delivery Sep 2020 – Aug 2023
Electrolux, Sweden
  • Led discovery and solution engineering for appointment booking and payment via web channel
  • Coordinated multi-team delivery for synchronized 4-country rollout
  • Used KPIs, incident data, and adoption signals to prioritize enhancement backlog
Software Engineer Jun 2018 – Mar 2020
VentureDive, Pakistan
  • Developed front-end and back-end features for healthcare and supply chain platforms
Skills
Product
  • Product Discovery
  • Roadmapping
  • Backlog Prioritization
  • KPI Definition & Tracking
  • User Research
Agile & Leadership
  • Scrum, Kanban, SAFe
  • Cross-functional Leadership
  • Stakeholder Alignment
  • Global Rollouts
Technical
  • API Architecture
  • Systems Integration
  • SQL / Analytics
  • React, JavaScript, Node.js
  • AI-Driven Development
  • Rubric-based AI Evaluation
Education & Certifications
BS Computer Science
GIK Institute, Pakistan · 2018 · CGPA 3.44
SAFe Release Train Engineer
SAFe · 2023
IBM Product Owner
Coursera · 2025

Sania Khushbakht Jamil — 2026