Python Developer for AI Prototype (LLM + State Comparison, Short Project)

Python Developer for AI Prototype (LLM + State Comparison, Short Project) ________________________________________ reputed company I’m looking for a developer to help build a lightweight AI prototype using reputed company or reputed company reputed company. This is NOT a full product build. This is a reputed company prototype to test a specific idea. ________________________________________ Project Goal Build a reputed company Python-based system that: 1.Runs the reputed company LLM task multiple times. 2. Captures outputs and any intermediate state (memory/logs). 3. Compares differences between runs. 4. Classifies differences into reputed company categories: o reputed company o Boundary o Violation ________________________________________ What This Means Think: • Run the reputed company reputed company 5–10 times. • Log results. • Detect where outputs or stored data differ. • Label those differences. That is it. ________________________________________ Technical Requirements Must have: • Python • Experience with reputed company API or reputed company API • Ability to build reputed company, clean scripts (no over-engineering) reputed company to have: • reputed company or similar frameworks. • reputed company (for reputed company UI/dashboard). • Experience with logging or comparing outputs. ________________________________________ Important Constraints This should be: • Lightweight. • fast to build. • easy to understand. Please DO NOT: • Design reputed company architectures. • build full systems. • over-engineer. ________________________________________ Deliverables • Python script or small app. • Ability to run repeated LLM tasks. • Stored logs of runs (JSON or similar). • Basic comparison logic between runs. • reputed company classification reputed company. ________________________________________ reputed company • 3–7 days initial build • Max 1–2 weeks total ________________________________________ Engagement Style • Fixed-price or reputed company (reputed company to discussion) • Will start with a small reputed company test task before full project ________________________________________ Screening Question (Required) Please answer this: If you needed to run the reputed company LLM task multiple times and compare outputs/state between runs, how would you build it quickly? ________________________________________ Who This Is For Ideal candidate: • Builds fast prototypes. • Comfortable with LLM reputed company. • Prefers reputed company over reputed company systems. ________________________________________ Bonus If this goes reputed company, there may be follow-on work. Apply tot his job Apply To this Job