{"entity":"person","person":{"name":"Ganesh Venkata Sai Ram Vangapandu","role":null,"level":"Junior","country":null,"summary":"Robotics-focused developer at a junior level specializing in real-time computer vision inference with OpenCV. The strongest proven skill is implementing a live YOLOv3-tiny inference demo as shown in object_detection/object_detection.py. There is no evidence of training pipelines, evaluation tracking, experiment management, or production-grade deployment in the public code.","skills":[{"name":"Python","group":"Languages","level":"Not selected","since":null},{"name":"OpenCV","group":"AI/ML","level":"Junior","since":null},{"name":"NumPy","group":"AI/ML","level":"Junior","since":null},{"name":"Deep Learning","group":"AI/ML","level":"Junior","since":null},{"name":"Vision","group":"AI/ML","level":"Junior","since":null},{"name":"Computer Vision","group":"AI/ML","level":"Not selected","since":null},{"name":"ROS","group":"Robotics","level":"Not selected","since":null},{"name":"Gazebo","group":"Robotics","level":"Not selected","since":null},{"name":"Robotics","group":"Robotics","level":"Intern","since":null},{"name":"Path Planning","group":"Robotics","level":"Not selected","since":null},{"name":"Perception","group":"Robotics","level":"Intern","since":null},{"name":"Autonomous Navigation","group":"Robotics","level":"Intern","since":null},{"name":"Fusion 360","group":"Design","level":"Not selected","since":null},{"name":"AutoCAD","group":"Design","level":"Not selected","since":null},{"name":"GitHub","group":"DevOps","level":"Not selected","since":null}],"photo":"https://alion.io/storage/2026/1028/45139587fe.webp","url":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu"},"contact":"Through Alion only: the person decides whether to answer. Email addresses and phone numbers are never served.","offers":[{"id":"person.contact","title":"Write to a person through Alion","status":"free","price":{"credits":0,"usd":0},"unit":"per message","human":"https://alion.io/catalog?offer=person.contact&for=user%2Fganesh-venkata-sai-ram-vangapandu"},{"id":"people.search","title":"Find people by skills, country and level","status":"free","price":{"credits":0,"usd":0},"unit":"per search","note":"people with a similar profile","human":"https://alion.io/catalog?offer=people.search&for=user%2Fganesh-venkata-sai-ram-vangapandu"}],"agent":{"mcp":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu/mcp","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_profile","server":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu/mcp","arguments":{}},{"tool":"check_fit","server":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu/mcp","arguments":{"offer":{"title":"...","pay":{"min":0,"max":0,"currency":"USD"}}}}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"},"html_url":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu","json_url":"https://alion.io/user/ganesh-venkata-sai-ram-vangapandu.json","meta":{"generated_at":"2026-11-01T14:01:19Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":21592,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}}}