Tech Stack & Tools

Languages & Core Runtimes: Python (primary backend/data structures)
Graph Databases & Algorithms: Neo4j, Memgraph, NetworkX, or custom graph structures; Graph algorithms (BFS/DFS variations, Dijkstra, shortest path, centrality).
Agentic Frameworks & State Management: LangGraph, CrewAI, LlamaIndex, or custom state machines; Mem0-style persistent memory layers.
LLMs & Inference Engine: OpenAI API, Anthropic Claude, vLLM / Ollama for local SLM/LLM inference execution.
Testing & Infrastructure: PyTest, benchmark test harnesses, Docker, CI/CD pipelines for regression testing.

Key Responsibilities

Stateful Traversal: Design and implement graph traversal that carries state and context forward across steps driven by user intent, avoiding reasoning restarts on each turn.
Context Modeling: Model the mathematics of context building during traversal—defining what to retain, what to prune, and how to weight paths given current intent and evidence.
State & Memory Optimization: Bridge the memory-and-logic gap so multi-turn diagnostic reasoning remains coherent, stateful,



and fast enough for near real-time interaction.
Latency Reduction: Optimize traversal speed to achieve low-latency performance suitable for live, interactive environments.
Quality Assurance: Introduce a robust regression test harness to ensure algorithmic updates or alternative approaches do not break established diagnostic behaviors.
Iterative Execution: Collaborate in tight, low-overhead loops with leadership, translating verbal directions into structured, testable code.

Core Competencies & Cultural Fit

Ownership Culture: Strong self-starter who thrives in an autonomous, outcome-oriented work environment.
Remote-Native Communication: Clear, proactive communication across enterprise communication channels (Slack, Teams, Jira).
Team-oriented Spirit: A pragmatic team player who values team success, constructive code reviews, and shared ownership.

Must-Have Qualifications

Graph Algorithms:

📌 Knowledge Graph Traversal Engineer (India)
🏢 Coditude
📍 India