{"entity":"person","person":{"name":"Anas Al Kasaba","role":null,"level":"Senior","country":null,"summary":"A practical LLM and multimodal engineer (senior-level estimate) who builds end-to-end RAG and classroom CV inference pipelines with Streamlit frontends. The strongest proven skill is integrating retrieval-augmented workflows and local LLM calls with concrete code in initialize_rag and generate_answer in Scholarship-AI-Assistant/app.py. There is limited evidence of custom research or distributed training, formal experiment tracking, or production-grade MLOps such as CI/CD and model versioning in public code.","skills":[{"name":"Python","group":"Languages","level":"Senior","since":2026},{"name":"Requests","group":"Python","level":"Senior","since":null},{"name":"Mistral","group":"AI/ML","level":"Senior","since":null},{"name":"NumPy","group":"AI/ML","level":"Senior","since":null},{"name":"Pandas","group":"AI/ML","level":"Senior","since":null},{"name":"YOLO","group":"AI/ML","level":"Senior","since":null},{"name":"OpenCV","group":"AI/ML","level":"Senior","since":null},{"name":"Scikit-learn","group":"AI/ML","level":"Senior","since":2026},{"name":"XGBoost","group":"AI/ML","level":"Senior","since":2026},{"name":"MediaPipe","group":"AI/ML","level":"Senior","since":null},{"name":"Streamlit","group":"AI/ML","level":"Senior","since":null},{"name":"Ultralytics","group":"AI/ML","level":"Senior","since":null},{"name":"LLM","group":"AI/ML","level":"Not selected","since":null},{"name":"Sentence-Transformers","group":"AI/ML","level":"Not selected","since":null},{"name":"Transformers","group":"AI/ML","level":"Not selected","since":null},{"name":"PyTorch","group":"AI/ML","level":"Not selected","since":null},{"name":"Embeddings","group":"AI/ML","level":"Senior","since":null},{"name":"Mistral SDK","group":"AI/ML","level":"Not selected","since":null},{"name":"RAG","group":"AI/ML","level":"Senior","since":null},{"name":"Qwen","group":"AI/ML","level":"Junior","since":2026},{"name":"Vision","group":"AI/ML","level":"Senior","since":null},{"name":"Ollama","group":"AI/ML","level":"Junior","since":2026},{"name":"Machine Learning","group":"AI/ML","level":"Not selected","since":null},{"name":"Multimodal AI","group":"AI/ML","level":"Not selected","since":null},{"name":"Plotly","group":"Analytics","level":"Senior","since":null},{"name":"Matplotlib","group":"Analytics","level":"Not selected","since":null},{"name":"Power BI","group":"Analytics","level":"Not selected","since":null},{"name":"Rest API","group":"DevOps","level":"Middle","since":null},{"name":"GitHub","group":"DevOps","level":"Junior","since":2026},{"name":"Git","group":"DevOps","level":"Junior","since":2026},{"name":"Chroma","group":"Databases","level":"Senior","since":null}],"photo":"https://alion.io/storage/2026/1028/368d023601.webp","url":"https://alion.io/user/anas-al-kasaba"},"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%2Fanas-al-kasaba"},{"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%2Fanas-al-kasaba"}],"agent":{"mcp":"https://alion.io/user/anas-al-kasaba/mcp","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_profile","server":"https://alion.io/user/anas-al-kasaba/mcp","arguments":{}},{"tool":"check_fit","server":"https://alion.io/user/anas-al-kasaba/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/anas-al-kasaba","json_url":"https://alion.io/user/anas-al-kasaba.json","meta":{"generated_at":"2026-11-02T15:09:50Z","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":21008,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-03T00:00:00Z"}}}