Manav Sinh (mnv): AI/ML student, Swift developer, builder
Manav Sinh · B.Tech CSE (AI/ML) · Parul University, Vadodara
see Hound →
see Fragments →
AI agents · graph databases · Python · Swift · open source · GSoC 2026 aspirant
Who are you? Let the model route you.
Pick one. A tiny 5-6-5 network will run a forward pass and tell you where to start.
epoch 01 · self-attention
What I care about, one head at a time
Hover or tap a word to see what it attends to.attention weight0 → 1
epoch 02 · featured project
Hound sniffs out money laundering
built by Team Musketeer
WeMakeDevs × FalkorDB Graph Hacks 2026
tested on 71 synthetic alerts
FalkorDB · Cypher · MCP · multi-agent
code on GitHub →
Illustrative replay with made-up accounts. The real Hound runs on FalkorDB with read-only queries, so agents can look but never change data.
epoch 03 · featured project
Fragments: draw yourself in
Some projects are built to impress. Some are built to express. Fragments is mine.
Try it on the left: every stroke you draw moves the story forward, like in the app.
epoch 04 · latent space
My work, embedded
Everything I do, placed by how related it is. Tap a point to see its nearest neighbours.projectskillcommunityinterest
epoch 05 · history
git log --me
Hover or tap a commit for details. Newest first.$ git log --graph --oneline
epoch 06 · inference
Prompt me
mnv.modelAsk me anything. I'm small, but I try.
Scripted replies, so it's a lookup table pretending to be an LLM.