MERNMCPGenerative AIRAGLangGraphAWSCloudflareRedisDocker
MERNMCPGenerative AIRAGLangGraphAWSCloudflareRedisDocker
MERNMCPGenerative AIRAGLangGraphAWSCloudflareRedisDocker
My Experience
SocialPilot Solution LLP
SDE - II
January 2023 - Present
Tech Stack
TypeScriptPythonMCPGenerative AIRAGLangGraphVector DBNodeJsReactJSAWSDockerRedisCloudflareMongoDBMySQLWebSocketGit
Achievements
Rising Star Award 2023
SocialPilot · 2023
ICPC Amritapuri Regionals - 2022
ICPC · 2022
View all 4 achievements
Gallery


Rising Star Award - SocialPilot Annual Meeting 2023
2023
Key Stats
3+Years Experience
5+Projects
13.5K+Users Impacted
10+Technologies
Education
Bachelor of Technology
Birla Vishvakarma Mahavidyalaya Engineering College
2019 - 2023
CPI: 8.42
Higher Secondary Certificate
Gujarat Board
2018 - 2019
Percentage: 86.66%
- Secured 1045 engineering rank over 40,000+ students.
- Secured 99.08 percentile and 102.75 marks in Gujcet-2019.
Latest Blog
Apr 9, 2026SearchRanking
Demystifying BM25: The Algorithm That Powers Search
A practical breakdown of BM25—how modern search systems rank results using term frequency, rarity (IDF), and document-length normalization—plus a simple JavaScript implementation.
View all 9 articles
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Projects
SiteShelf
SiteShelf is a personal web knowledge base that lets users save URLs, auto-extract and embed their content, and query the collected knowledge using natural language. It uses semantic retrieval with vector search and re-ranking to surface the most relevant context quickly.
HonoCloudflare WorkerSupabaseVector DBPostgresOpenAI
Parth Chovatiya!