NIWC - Undergraduate Student III - MANTA Project (Task No. 55-142608)

SDSU Research Foundation•San Diego, CA

20h•$20•Onsite

About The Position

This Statement of Work covers the need for student services to develop AI-driven software solutions for maritime operational challenges. The student will use a software engineering iterative approach to develop and test technical solutions using current engineering tools, such as AI Agent Frameworks, Large Language Models (LLMs), Python, and data visualization dashboards. The work involves developing, testing, and analyzing AI agents and their performance within a simulated operational environment to enhance decision-making for Navy users. The Maritime Agentic Network Topology Assistance (MANTA) project aims to research and develop an AI-driven assistant that leverages a state-of-the-art AI Agent Framework and a DoD Large Language Model (LLM). This development is critical as it will demonstrate how advanced decision aids and mission planning tools can be made accessible to average Navy users without requiring extensive domain-specific training. The project will facilitate seamless interactions between a Maritime Operation Center (MOC) watchstander and a complex network topology planning tool, thereby speeding up the delivery of advanced capabilities to warfighters. This can be achieved by applying engineering techniques at an undergraduate level.

Requirements

Undergraduate Student 3: Must have course work in the discipline requested on the task order Statement of Work.
The student must be at the Senior level and have experience in 100% of the task requirements and be able to accomplish 90% of the work independently.
Is not required to be an SDSU Student.
Undergraduate 3: Computer Science major preferred; relevant majors such as Data Science or Cognitive Science will be suitable given relevant coursework and/or work experience.
Required Coursework and/or relevant work and/or laboratory experience: Artificial Intelligence Data Structures Algorithm Engineering File Structure and Database Compilers and Languages
This position will require the employee to obtain and maintain a DoD Secret security clearance.
Due to the regulations established by the Department of Defense, only US Citizens may qualify.
Candidate must reside in California and live within a commutable distance from SDSU at time of hire.
Job offer is contingent upon satisfactory clearance based on background check results (including a criminal record check).

Nice To Haves

Desired Coursework and/or relevant work and/or laboratory experience: Natural Language Processing Web Application Development Machine Learning
Strong proficiency in Python.
Familiarity with AI/ML frameworks (e.g., LangChain, LangGraph, TensorFlow, PyTorch).
Experience with GIT and version control.
Knowledge of data visualization tools like Streamlit or Plotly
Ability to read and implement technical documents or test standards.
Comfortable working independently and in group settings.
Flexible with learning new programming languages and technologies based on project needs.
Independent/self-starter who can operate under minimal oversight

Responsibilities

Software Engineering, Programming: Build and test MANTA AI agent workflows with LangGraph.
Use dashboards like Streamlit and LangFuse to monitor and analyze agent performance.
Assist in the development and refinement of custom prompt engineering strategies for the user-facing chat interface
Support the integration of the AI assistant with the TOMO-sim network planning tool via APIs.
Document development processes, code, and experimental results to ensure project continuity and knowledge transfer.
Use Git for version control, including branching, merging, and maintaining clean commit histories to support collaborative development.
Engage proactively in learning new tools, frameworks, and methods relevant to machine learning, simulation development, and reinforcement learning research.

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