Summary
AI systems expert with a proven track record of building enterprise-grade intelligent solutions that drive business outcomes. Trusted by organizations like DARPA and Samsung to solve complex problems and deliver real-world impact.
Passionate about next-gen AI—especially systems that demand multi-modal reasoning, precise inference, and knowledge-based thinking.
OnAir Post: Arman Anwar
About
Experience
Ai Engineer (Contractor)
AISkyfire | Jan 2024 – May 2024
Washington DC-Baltimore
- Architected a hybrid multi-agent system for UAV flight planning via natural language input. Used OpenAI and LangChain for intent parsing to auto-generate mission profiles like surveys, structure scans, and deliveries.
- Implemented a slot-filling tool to extract mission parameters from user input, ensuring structured, complete, and accurate data capture for autonomous UAV task generation and flight planning.
- Integrated RAG to retrieve historical UAV missions, enabling context-aware planning and reuse for similar future operations, improving mission accuracy and reducing planning time.
- Prototyped a constraint-solving tool calling agent using Scipy to optimize UAV mission allocation, boosting resource efficiency and enabling parallel execution.
- Implemented LLM hallucination mitigation by simulating and validating generated flight plans with bounds checking, ensuring safety and reliability in autonomous UAV operations.
