Sergey Melnik
Employers on the program
- 2025Amazon Web Services1 talk
Events1
Conferences1
Talks1
Years active2025
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- AWS re:Invent
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Dec 1, 2025 | AWS re:Invent 2025 | AWS re:Invent | builders session | Implement hybrid search with Aurora PostgreSQL for MCP retrieval [REPEAT] as AWS Model Context Protocol (MCP) shifts the focus from relevance-based retrieval (RAG) to structured, queryable, and context-rich inputs for foundation models. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| BAJI SHAIK | 1 | 1 | 2025 |
| Chirag Dave | 1 | 1 | 2025 |
| Radwan Deeb | 1 | 1 | 2025 |
| Shayon Sanyal | 1 | 1 | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.