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gpranit16/README.md
Pranit Kumar — AI Engineer × Full-Stack Developer



GitHub LinkedIn Email



COMPUTER SCIENCE ENGINEERING · BMSIT&M · BENGALURU, INDIA


01 / PROFILE

AI ENGINEER × FULL-STACK DEVELOPER

I'm a Computer Science Engineering student at BMS Institute of Technology and Management, focused on AI engineering and full-stack development.

I build systems around LLMs, agentic workflows, RAG/CRAG, retrieval, machine learning, backend engineering, and real-time applications.

I enjoy taking ideas from the AI layer → backend → product and turning them into usable software.


AI SYSTEMS · SOFTWARE ENGINEERING · REAL-WORLD PRODUCTS

BUILD SIGNAL

01 · CURRENT ROLE
AI Engineer
Full-Stack Developer

02 · CORE FOCUS
Agentic AI
RAG / CRAG
LLM Applications
Machine Learning

03 · SELECTED BUILDS
TARK AI
SYNCORA
CHURN REAPER


02 / WHAT I BUILD

AGENTIC AI

LLM Applications
Agentic Workflows
Tool Calling
Memory Systems
AI Automation

RETRIEVAL

RAG / CRAG
Hybrid Retrieval
Embeddings
Vector Search
Reranking

FULL-STACK

React
Python
FastAPI
Node.js
REST APIs
Real-Time Systems

MACHINE LEARNING

Prediction
Feature Engineering
Explainability
Risk Analysis
Decision Systems


03 / FEATURED WORK

TARK AI

Agentic AI Workspace & Personal OS

A full-stack AI workspace combining conversational AI, web search, Deep Research, coding, document understanding, memory, productivity, and real-world tool actions.

React Python FastAPI PostgreSQL pgvector LangGraph MCP Docker

01 — AI SYSTEMS
Multi-model LLM routing, RAG/CRAG, hybrid retrieval, embeddings, reranking, persistent memory and grounded generation.

02 — AGENT WORKFLOWS
Research, coding, tool calling, project context and real-time streaming.

03 — REAL-WORLD ACTIONS
Google Calendar, Tasks, Reminders, Goals and GitHub MCP workflows.

VIEW TARK AI →


SYNCORA

AI-Powered Team Collaboration & Productivity Platform

A full-stack collaboration platform combining real-time messaging, direct communication, meetings, task management, WebRTC calling, and AI-powered meeting intelligence.

React TypeScript Node.js Express MySQL Socket.io WebRTC NVIDIA Nemotron

01 — COLLABORATION
Channels, direct messages, Kanban task management and real-time communication.

02 — MEETINGS
WebRTC audio/video meetings with real-time signaling.

03 — AI INTELLIGENCE
Transforms transcripts and chat history into summaries, decisions, blockers and actionable tasks.

VIEW SYNCORA →


CHURN REAPER

Customer Retention & Churn Intelligence System

An AI/ML decision system connecting churn prediction, risk explanation, retention strategies and ROI analysis.

Python React FastAPI XGBoost Scikit-Learn TreeSHAP NVIDIA Nemotron

01 — PREDICT
Identifies high-risk customers using behavioral and transactional data.

02 — EXPLAIN
Uses XGBoost and TreeSHAP to identify the factors driving individual churn risk.

03 — DECIDE
Evaluates retention offers using customer lifetime value, expected profit at risk and projected ROI.

VIEW CHURN REAPER →


04 / TECHNICAL STACK

LANGUAGES

Languages



FRONTEND · BACKEND · DATA

Frontend Backend Data



INFRASTRUCTURE · TOOLS

Infrastructure and Tools

AI SYSTEMS

LangChain · LangGraph · OpenAI SDK · RAG / CRAG · Embeddings · Vector Search

BACKEND & DATA

FastAPI · Node.js · Express.js · PostgreSQL · MongoDB · pgvector · REST APIs


05 / EXPERIENCE

Full-Stack Development Intern

VeloxCodeAgency · June 2026

Contributed across full-stack development workflows involving implementation, debugging, feature development and delivery.

VIEW CERTIFICATE →

Full Stack Developer (Intern)

SuccessPath Classes · January 2026 – February 2026

Contributed to full-stack development workflows across feature implementation, debugging and deployment.

VIEW CERTIFICATE →


06 / EDUCATION

BMS Institute of Technology and Management

B.E. in Computer Science Engineering
Bengaluru, India · CGPA: 8.72 · 2024–2028


07 / ACHIEVEMENTS

BEST INNOVATION

Agentic AI Sprint Workshop + Hackathon
GenAI Club · BMSIT&M

3RD PLACE

National-Level Sustainathon
₹10,000 Prize


08 / CONNECT

GitHub LinkedIn Email



Bengaluru, India · Computer Science Engineering · AI Engineering



BUILD · SHIP · IMPROVE · REPEAT.

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