AI Orchestration Specialist

1 day ago

Karachi, Sindh, Pakistan beBee Careers Full time

Disrupt.com is a global platform that builds, scales and invests in high-growth technology ventures. As one of the most successful venture builders in the MENA region with a portfolio of 10+ companies and notable exits (Cloudways $350M acquisition by Digital Ocean) - they partner with founders at a very early stage, helping them achieve product-market fit and power through the first point of scale.

Overview of the Role

You will design, build, and maintain autonomous agent workflows and LLM-powered services that automate core business processes across marketing, customer success, PPC and organic growth domains. You'll sit within a cross-functional AI & Automation department, partnering closely with Marketing, Customer Success, Analytics and DevOps. Your work will span from prototyping Python 'agents' in frameworks like Agno, Crew AI and LangChain, through to deploying end-to-end systems (backend, UI, monitoring) that non-technical teams can operate.

Key Responsibilities
  • Architect and implement multi-step agent pipelines using Python orchestration frameworks (e.g. Agno, Crew AI, LangChain).
  • Integrate LLMs (OpenAI, Anthropic, Llama, etc.) with external APIs and data sources for tasks like ad-copy generation, bid-management and SEO analysis.
  • Develop and refine prompt engineering strategies and fine-tuning workflows.
  • Build RESTful backend services and microservices in FastAPI or Flask to power agent orchestration, scheduling and monitoring.
  • Create simple front-end interfaces or dashboards (React, Vue.js or Python web frameworks) so marketing and CS teams can launch, monitor and adjust workflows.
  • Containerize and deploy services with Docker.
  • Monitor system health, latency and cost; set up logging, alerts and automated retraining triggers for model drift or failures.
  • Document architecture diagrams, API contracts, runbooks and best practices to ensure team-wide alignment.
Requirements and Qualifications
  • Proven experience with LLM implementation, inference, and fine-tuning.
  • Fine-tuning techniques and frameworks.
  • Experience with LLM frameworks like LangChain, LlamaIndex, or OpenAI SDK.
  • Proficiency in prompt engineering.
  • Strong knowledge of Flask and FastAPI.
  • SQL and NoSQL database experience (plus)
  • Vector databases and embedding models.
Your Profile
  • Creative: able to envision novel agent-driven solutions to business challenges.
  • Extremely resilient & experimentative: thrive on rapid iteration and learning from failure.
  • Confident: make decisions under uncertainty and provide clear technical guidance.
  • Flexible: adapt quickly to shifting priorities, new frameworks or business domains.
  • Results-oriented: focus on delivering measurable impact over process for its own sake.
  • Strategic: know when to build custom components vs. integrate off-the-shelf tools.
  • Great at stakeholder management: communicate effectively with both technical and non-technical partners.
  • Fun to work with: bring positive energy and collaboration to the team.
  • Continuous learner & curious: stay abreast of emerging AI/ML trends and experiment with new technologies.
Dimensions and Supplementary Information

This role is located in Karachi. Job type: On Site.

What We Have to Offer

Fast-paced careers, competitive packages, comprehensive well-being programs, extensive medical coverage, continuous learning opportunities, generous perks, and an exceptional employee experience await you.

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