{"entity":"person","person":{"name":"Vamshi Thanuku","role":null,"level":null,"country":null,"summary":"AI/ML Engineer with experience building production-focused LLM and RAG/agentic AI applications across healthcare and financial services. Hands-on with Python, FastAPI/Flask, RAG pipelines, microservices, and cloud deployments on AWS/Azure/GCP with Docker and Kubernetes. Also conducted applied research on LLM performance evaluation, fine-tuning, and experiment management using MLflow and Airflow.","skills":[{"name":"Python","group":"Languages","level":"Junior","since":2022},{"name":"SQL","group":"Languages","level":"Intern","since":2022},{"name":"C++","group":"Languages","level":"Junior","since":2026},{"name":"JavaScript","group":"Languages","level":"Junior","since":2026},{"name":"TypeScript","group":"Languages","level":"Junior","since":2026},{"name":"C","group":"Languages","level":"Not selected","since":null},{"name":"FastAPI","group":"Python","level":"Intern","since":2024},{"name":"Flask","group":"Python","level":"Not selected","since":2026},{"name":"PyTorch C++","group":"C++","level":"Not selected","since":null},{"name":"TensorFlow C++","group":"C++","level":"Not selected","since":null},{"name":"AWS","group":"DevOps","level":"Junior","since":2022},{"name":"GCP","group":"DevOps","level":"Junior","since":2022},{"name":"Kubernetes","group":"DevOps","level":"Junior","since":2022},{"name":"GitHub Actions","group":"DevOps","level":"Junior","since":2022},{"name":"Docker","group":"DevOps","level":"Junior","since":2022},{"name":"CI/CD","group":"DevOps","level":"Junior","since":2022},{"name":"Git","group":"DevOps","level":"Intern","since":2022},{"name":"Rest API","group":"DevOps","level":"Intern","since":2022},{"name":"Jenkins","group":"DevOps","level":"Junior","since":2022},{"name":"Azure","group":"DevOps","level":"Not selected","since":2026},{"name":"GitHub","group":"DevOps","level":"Not selected","since":null},{"name":"Sentence-Transformers","group":"AI/ML","level":"Intern","since":2022},{"name":"NLTK","group":"AI/ML","level":"Junior","since":2022},{"name":"LangChain","group":"AI/ML","level":"Intern","since":2024},{"name":"LlamaIndex","group":"AI/ML","level":"Intern","since":2024},{"name":"PyTorch","group":"AI/ML","level":"Intern","since":2024},{"name":"TensorFlow","group":"AI/ML","level":"Intern","since":2024},{"name":"Airflow","group":"AI/ML","level":"Intern","since":2024},{"name":"Hugging Face","group":"AI/ML","level":"Intern","since":2024},{"name":"MLFlow","group":"AI/ML","level":"Intern","since":2024},{"name":"OpenAI","group":"AI/ML","level":"Intern","since":2024},{"name":"LLM","group":"AI/ML","level":"Not selected","since":null},{"name":"AutoGen","group":"AI/ML","level":"Not selected","since":null},{"name":"Claude","group":"AI/ML","level":"Not selected","since":null},{"name":"Gemini","group":"AI/ML","level":"Not selected","since":null},{"name":"Transformers","group":"AI/ML","level":"Not selected","since":null},{"name":"Embeddings","group":"AI/ML","level":"Intern","since":2024},{"name":"Prompt Engineering","group":"AI/ML","level":"Intern","since":2024},{"name":"CrewAI","group":"AI/ML","level":"Not selected","since":2026},{"name":"LangGraph","group":"AI/ML","level":"Not selected","since":2026},{"name":"Scikit-learn","group":"AI/ML","level":"Junior","since":2026},{"name":"XGBoost","group":"AI/ML","level":"Junior","since":2026},{"name":"GPT-4","group":"AI/ML","level":"Not selected","since":null},{"name":"Model Context Protocol","group":"AI/ML","level":"Not selected","since":null},{"name":"AI Agents","group":"AI/ML","level":"Not selected","since":null},{"name":"Semantic Kernel","group":"AI/ML","level":"Not selected","since":null},{"name":"Machine Learning","group":"AI/ML","level":"Junior","since":2026},{"name":"RAG","group":"AI/ML","level":"Not selected","since":null},{"name":"Semantic Search","group":"AI/ML","level":"Not selected","since":null},{"name":"NLP","group":"AI/ML","level":"Junior","since":2026},{"name":"Structured Outputs","group":"AI/ML","level":"Not selected","since":2026},{"name":"Hallucination","group":"AI/ML","level":"Not selected","since":null},{"name":"Hybrid Search","group":"AI/ML","level":"Not selected","since":2026},{"name":"PostgreSQL","group":"Databases","level":"Junior","since":2022},{"name":"Redis","group":"Databases","level":"Junior","since":2022},{"name":"MySQL","group":"Databases","level":"Not selected","since":null},{"name":"FAISS","group":"Databases","level":"Not selected","since":null},{"name":"Weaviate","group":"Databases","level":"Not selected","since":null},{"name":"Pinecone","group":"Databases","level":"Not selected","since":2026}],"photo":null,"url":"https://alion.io/user/vamshi-thanuku"},"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%2Fvamshi-thanuku"},{"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%2Fvamshi-thanuku"}],"agent":{"mcp":"https://alion.io/user/vamshi-thanuku/mcp","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_profile","server":"https://alion.io/user/vamshi-thanuku/mcp","arguments":{}},{"tool":"check_fit","server":"https://alion.io/user/vamshi-thanuku/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/vamshi-thanuku","json_url":"https://alion.io/user/vamshi-thanuku.json","meta":{"generated_at":"2026-11-07T11:12:32Z","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":11070,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-08T00:00:00Z"}}}