<div><span style="font-size:17pt"><span style="font-family:'Roboto-Bold'"><span style="color:#0b5394"><span style="font-weight:bold">Key Responsibilities </span></span></span></span></div> <div>&nbsp;</div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Design scalable Python backends (FastAPI/Flask/Django) to power AI-driven </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">test execution, integrating Vision LLMs for screen understanding and </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">locator-free interactions. </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Fine-tune and deploy LLMs/VLMs (e.g., for OCR, layout analysis, dynamic UI </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">handling) using PyTorch/TensorFlow, with prompt engineering for robust </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">agent behavior. </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Build production pipelines: data preprocessing, inference, feedback loops, </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">RAG for test knowledge, and API endpoints for APK uploads/execution. </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Productionize models into real-time workflows on AWS/GCP&mdash;containerize </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">with Docker/K8s, optimize for cost/speed, monitor performance. </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Collaborate on agentic features: reliable execution, precision debugging, </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">cross-device sync&mdash;turning raw screens into actionable insights. </span></span></span></div> <div>&nbsp;</div> <div><span style="font-size:17pt"><span style="font-family:'Roboto-Bold'"><span style="color:#0b5394"><span style="font-weight:bold">Must-Haves </span></span></span></span></div> <div>&nbsp;</div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">4-6 years in AI/ML + backend (Python expert; FastAPI/LangChain a plus). </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Proven LLM fine-tuning (LLMs/VLMs for vision/NLP; OpenAI/Claude toolkits). </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Backend chops: REST APIs, SQL/NoSQL (MongoDB/DynamoDB), scalable </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">systems. </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Deployed AI to prod (MLOps: Docker, cloud infra, CI/CD). </span></span></span></div> <div><span style="font-size:12pt"><span style="font-family:'ArialMT'"><span style="color:#000000">● </span></span></span><span style="font-size:12pt"><span style="font-family:'Roboto'"><span style="color:#000000">Crisp thinker/communicator&mdash;quick to iterate on assignments.</span></span></span></div>