Skills

Skills & Expertise

Technical Product Leader with Hands-On AI/ML Experience


Product Management

Strategy & Vision

  • Product roadmap development
  • Market analysis & positioning
  • Competitive intelligence
  • Go-to-market strategy
  • Business case development
  • OKR/KPI definition

Execution

  • Agile/Scrum methodology
  • Sprint planning & backlog management
  • User story writing
  • Requirements documentation
  • Release management
  • A/B testing & experimentation

Discovery

  • Customer interviews
  • User research
  • Jobs-to-be-done framework
  • Persona development
  • Journey mapping
  • Feedback analysis

Technical Skills

AI/ML Technologies

  • LLMs: Ollama, OpenAI, Claude
  • RAG Systems: End-to-end implementation
  • Vector Databases: Qdrant, embeddings
  • NLP: Propensity scoring, classification
  • Embedding Models: bge-m3, semantic search

Development

  • Python: FastAPI, async programming
  • APIs: REST design, integration
  • Databases: SQL, vector DBs
  • Version Control: Git, GitHub
  • Testing: Unit, integration, E2E

Infrastructure

  • Docker: Containerization, Compose
  • Cloud: AWS, deployment
  • Web Servers: Nginx, reverse proxy
  • CI/CD: Automated pipelines
  • Monitoring: Logging, health checks

Enterprise Platforms

CRM Systems

  • Salesforce ecosystem
  • Infor CRM
  • Custom CRM solutions
  • Integration architecture

ITSM & Enterprise

  • ServiceNow
  • Authentication systems
  • Document management
  • Time management

E-Commerce

  • Amazon, eBay, Shopify, Etsy
  • QuickBooks integration
  • Multi-channel sync
  • Inventory management

Leadership & Soft Skills

Team Leadership

  • Cross-functional team leadership (30+ people)
  • Global team coordination (5 countries)
  • Stakeholder management
  • Executive communication
  • Mentoring & coaching

Communication

  • Executive presentations
  • Technical documentation
  • Customer-facing communication
  • Cross-team alignment
  • Analyst briefings (Gartner/Forrester)

Business Acumen

  • P&L understanding
  • Revenue optimization
  • Cost reduction initiatives
  • Vendor management
  • Contract negotiation

Tools & Methodologies

Product Tools

Jira, Confluence, Notion, Figma, Miro, ProductBoard, Amplitude, Mixpanel

Development Tools

VS Code, Git, GitHub, Docker Desktop, Postman, Swagger

Methodologies

Agile, Scrum, Kanban, Lean, Design Thinking, Jobs-to-be-Done