Ankit Dey / Systems & AI

Hi, I'm Ankit, a Computer Engineering Student specializing in high-performance production ready AI architectures and scalable web systems that actually brings value to real-world applications.

Subject_Profile // 0x4A1E

ABOUT

I'm a backend developer and AI/ML engineer building production-ready systems that scale. Shipped high-performing Discord bots scaling over 1lakh+ users and 2k+ servers, from designing business-ready automations to engineering real-time across computer vision and GenAI involving deep learning inference, embeddings, clustering, and retrieval-augmented workflows. I love turning noisy real-world signals into dependable products by optimizing for performance, and ease of use.

Current Focus

LLM Orchestration & RAG

Philosophy

Performance is a Feature

Status

Available for full-time roles

Expertise

Web Systems, Agentic AI

IMG_SCAN_4096px

DEY_ANKIT.SYS_UID: 82991

Frame: 002.19Type: Biometric_Hash

Education

My academic journey in computer science and technology.

workspace_premium

St Joseph's School

Secondary Education

COMPLETED

history_edu

Oriental Public School

Higher Secondary Education

COMPLETED

school

Narula Institute of Technology

Bachelor of Technology in Computer Science

2024 - 2028

Work Experience

Building production systems and shipping real-world solutions across AI and web.

Core Domains

Areas where I focus my expertise and deliver measurable impact.

developer_mode_tv

Discord Developer

Build reliable bots, automations, and interactive systems for large-scale communities with maintainable event-driven architecture.

precision_manufacturing

Workflow Automation

Streamline complex enterprise processes with intelligent, autonomous systems and LLM orchestration.

developer_mode_tv

Full-Stack Web

End-to-end development for scalable, modern applications using distributed systems and real-time data flows.

Projects

Count: 04

A selection of projects spanning web systems, AI pipelines, and scalable infrastructure.

200k+ active users

Sync Music

Verified Discord music bot for 200k+ users.

•Live

Scalable Discord.js v14 + TypeScript architecture with a pluggable command/event layer, MongoDB persistence, Lavalink audio streaming, and premium/vote-gated controls.

Discord.jsTypeScriptMongoDBLavalinkNode.js

INDEX

RAG pipeline

TubeInsight AI

Comment intelligence and insight discovery.

•Repo

End-to-end ingestion, preprocessing, embeddings, semantic indexing, KMeans theme discovery, and a RAG chat layer for fast feedback exploration.

EmbeddingsKMeansRAGNLPVectorDBs

94.3% accuracy

landmarks // ear_ratio

E.A.R and Face Landmark Detection

Real-time attention monitoring with CV.

•Live

Python, MediaPipe, and OpenCV system using 468-point facial landmark tracking and Eye Aspect Ratio blink scoring for attention detection.

Computer VisionMediaPipeOpenCVPython

builders club

Swiggy MCP Discord Bot

Builders Club prototype for Swiggy inside Discord.

•Build

Discord.js v14 and TypeScript bot that connects Swiggy Instamart through MCP with OAuth 2.1 PKCE login, secure token lifecycle handling, and slash-command auth flows.

Discord.jsTypeScriptMCPOAuth 2.1Express

200k+ active users

Sync Music

Verified Discord music bot for 200k+ users.

•Live

Scalable Discord.js v14 + TypeScript architecture with a pluggable command/event layer, MongoDB persistence, Lavalink audio streaming, and premium/vote-gated controls.

Discord.jsTypeScriptMongoDBLavalinkNode.js

INDEX

RAG pipeline

TubeInsight AI

Comment intelligence and insight discovery.

•Repo

End-to-end ingestion, preprocessing, embeddings, semantic indexing, KMeans theme discovery, and a RAG chat layer for fast feedback exploration.

EmbeddingsKMeansRAGNLPVectorDBs

94.3% accuracy

landmarks // ear_ratio

E.A.R and Face Landmark Detection

Real-time attention monitoring with CV.

•Live

Python, MediaPipe, and OpenCV system using 468-point facial landmark tracking and Eye Aspect Ratio blink scoring for attention detection.

Computer VisionMediaPipeOpenCVPython

builders club

Swiggy MCP Discord Bot

Builders Club prototype for Swiggy inside Discord.

•Build

Discord.js v14 and TypeScript bot that connects Swiggy Instamart through MCP with OAuth 2.1 PKCE login, secure token lifecycle handling, and slash-command auth flows.

Discord.jsTypeScriptMCPOAuth 2.1Express