Hello
realcyclopse.
SYS.ONLINE // Open for Opportunities

Hi, I'm Abhinav Kataria.

Full-stack developer building real-time systems & clean web apps.

Computer Science student at BIT Mesra. I like building fast, reliable backends, interactive maps, and responsive user interfaces.

ABHINAV KATARIA//FULL-STACK DEVELOPER//REAL-TIME SYSTEMS//BIT MESRA '27//REACT & FASTAPI//NODE.JS & TYPESCRIPT//ABHINAV KATARIA//FULL-STACK DEVELOPER//REAL-TIME SYSTEMS//BIT MESRA '27//REACT & FASTAPI//NODE.JS & TYPESCRIPT//
01 // Selected Work

Featured Projects

01Real-Time Platform(ITS LIVE CHECK IT OUT!)

NexRoute

A real-time delivery partner allocation platform. Uses a weighted scoring model over H3 spatial indexing to match orders to riders with live WebSocket simulation and dynamic routing.

React 18Node.jsExpressSocket.IOMapbox GLMongoDBH3 Indexing
02Internship Project • Jakson Group

Enterprise AI Chatbot Engine

An internal enterprise AI chatbot providing secure, authenticated Q&A across corporate employee portals (HRMS, LMS) with strict zero-PII leakage guarantees before querying external LLMs.

FastAPIPythonsentence-transformersSQLpyodbcUvicornPII Redaction
Internal System
03AI Evaluation

AI Interviewer

A conversational AI interview assessment agent that evaluates candidate technical answers in real time, grades response quality against rubric standards, and generates diagnostic feedback.

PythonFastAPILLM EvaluationPrompt EngineeringNLP
02 // Work Experience

Jakson Limited // IT Intern

Summer 2026 // Enterprise AI & Backend Systems

During my internship at Jakson Limited, I built an enterprise AI chatbot backend designed to automate Q&A across internal employee portals like HRMS and LMS.

The goal was providing instant answers while ensuring employee PII (personally identifiable information) never leaked to external models. I engineered a deterministic request pipeline in FastAPI that verifies permissions and scrubs sensitive data before generation. Standard company questions are resolved directly from relational SQL databases to eliminate unnecessary LLM costs.

Full backend verified with 69 unit tests across 14 modules.
Jakson Assistant // Secure AI Gateway
Can you pull the Q3 leave policy and my remaining balance?
PII Shield: Employee ID & Auth verified (RBAC allowlist)
Your Q3 balance is 8 days remaining. Annual leave rollover guidelines can be reviewed directly in HRMS Portal Section 4.
Resolved via Internal SQL Knowledge Base • 0 Model Tokens
Ask internal knowledge base (HRMS, LMS, Policy)...
03 // Technical Stack & Fundamentals

Skills & Problem Solving

Competitive ProgrammingC++

500+ Problems Solved

Practicing data structures and algorithms in C++ with an active rating of 1780+ on LeetCode.

1780+LeetCode Rating
Community & Leadership

Technical Lead @ IEEE

Technical Lead at IEEE Student Chapter and member of Google Developer Student Club (GDSC), BIT Mesra.

IEEE Student ChapterTech Lead
Google Developer Student ClubMember

Languages

C++PythonTypeScriptJavaScriptJavaSQL

Backend

FastAPINode.jsExpressSocket.IOREST APIs

AI & Systems

PII Redactionsentence-transformersRAGEmbeddings

Frontend

React 18Next.jsMapbox GLTailwind CSS

Data & Tools

MongoDBPostgreSQLRedisGitpytest
04 // About

A Little About Me

Abhinav Kataria
Abhinav Kataria
BIT Mesra, Ranchi // India

I enjoy building software that works reliably and feels good to use.

I'm a Computer Science student at BIT Mesra (class of 2027). A lot of my time is spent between writing backend services in Python & Node.js, building interactive web interfaces, and solving algorithmic problems in C++.

I like working on problems that require solid engineering fundamentals—like designing a safe, authenticated internal chatbot during my internship at Jakson Group, or orchestrating real-time WebSocket delivery routes on NexRoute.

When I'm not coding, I lead tech sessions and workshops at the IEEE Student Chapter and explore new design and frontend ideas.

B.Tech in Computer Science & Engineering
BIT Mesra (2023 – 2027)