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Aman Verma
AI/ML Engineer & Full Stack Developer
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Open to SDE & AI/ML Opportunities

Aman Verma

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Final-year B.Tech student in ECE at Jaypee Institute of Information Technology. Focused on building production-ready AI/ML pipelines, prompt-chaining state machines, scalable backend microservices, and high-performance full-stack systems.

Aman Verma profile portrait

My Intro

About Me

I'm a final-year B.Tech student in Electronics & Communication Engineering at Jaypee Institute of Information Technology, specializing in AI/ML systems, LLM orchestration, and scalable full-stack backend architectures.

From developing adaptive prompt-chaining state machines and fine-tuning transfer learning classifiers to deploying YOLOv5n edge computer vision on Raspberry Pi (SahYatri), I engineer high-performance software for real-world impact.

2094

LeetCode Peak

8.6

B.Tech CGPA

1st

BitBox 5.0 Rank

1000+

Problems Solved

AI/ML & LLM Systems

Gemini API, LangChain, CrewAI, RAG, PyTorch, spaCy

LeetCode Knight

1000+ Solved · Peak 2094 · 250-day streak

Backend Engineering

FastAPI, Node.js, MongoDB Atlas, PostgreSQL, RBAC

Hackathon Winner

1st Place BitBox 5.0 (GDG) · Innovate 3.0 Finalist

Technical Expertise

Skills & Technologies

A comprehensive toolkit spanning AI/ML, full-stack development, and cloud infrastructure.

Languages & Querying

Python
C++
C
JavaScript
TypeScript
PHP
SQL
Bash

Core CS & Algorithms

DSA (2094 Peak)
System Design
Operating Systems
DBMS & SQL
OOP
Computer Networks

AI & Machine Learning

PyTorch
TensorFlow
Scikit-Learn
Deep Learning
Computer Vision
OpenCV
YOLOv5 (Edge CV)
ResNet-50

LLMs & GenAI Systems

Gemini API
LangChain
CrewAI (Multi-Agent)
RAG Pipelines
Vector Search
spaCy (NER)
Hugging Face
Prompt Engineering

Backend & Distributed APIs

FastAPI
Node.js
Express.js
Flask
REST APIs
WebSocket / Socket.IO
JWT Auth & RBAC

Frontend, Cloud & DevOps

React.js
Next.js
Flutter (Offline)
Tailwind CSS
MongoDB Atlas
PostgreSQL
Docker
Git & Linux

My Services

What I Do

From AI-powered solutions to competitive programming and full-stack engineering — I build things that matter.

01

AI/ML & LLM Systems

Building production-grade intelligent systems with deep learning, NLP, and computer vision — from adaptive prompt-chaining state machines to RAG multi-agent pipelines and edge CV.

  • Prompt-Chaining State Machines (Gemini API)
  • Deep Learning (PyTorch, ResNet-50)
  • RAG & Multi-Agent Workflows (LangChain, CrewAI)
  • Edge CV on Raspberry Pi (YOLOv5, OpenCV)
Start a Project
02

Backend & Distributed Systems

Engineering high-scale RESTful APIs, multi-tenant databases, schema architectures, and real-time WebSocket communication pipelines.

  • High-Performance REST APIs (FastAPI, Node.js, PHP)
  • Multi-Tenant RBAC & Data Isolation
  • Time-Series Telemetry (PostgreSQL, MongoDB Atlas)
  • Real-Time WebSocket & Socket.IO Systems
Start a Project
03

Competitive Programming

Solving complex algorithmic challenges with optimized C++ data structures — LeetCode Knight (Peak Rating: 2094) with 1,000+ problems solved.

  • Data Structures & Algorithmic Optimization
  • Optimized C++ Contest Problem Solving
  • Graph Theory, Dynamic Programming & Minimax
  • Time & Space Complexity Benchmarking
Start a Project
04

Full-Stack & Mobile Development

Crafting responsive web applications with Next.js & React, and shipping cross-platform offline-first mobile apps in Flutter across Android, iOS, and Web.

  • Modern React & Next.js Web Applications
  • Cross-Platform Flutter Apps (Android & iOS)
  • Offline-First Local Cache Architectures
  • Secure Auth (JWT, OAuth) & Cloud Integrations
Start a Project

Ready to bring your ideas to life? Let's discuss your project.

My Journey

Work Experience

Backend Developer Intern

DigiFlute Media Lab (Remote)
May 2026 – Jul 2026
  • Engineered 20+ RESTful API endpoints in PHP with MongoDB Atlas for Packspec (a specification-management platform) via a modular middleware-based routing layer in a cross-functional Agile team of 8.

  • Implemented JWT authentication and role-based access control (RBAC) across 5 tenant/role tiers on a multi-tenant, company-scoped data model with invite-based onboarding, workspace provisioning, and plan-based quota enforcement to prevent cross-tenant data leakage.

  • Designed workflow-state transitions, revision versioning, and cascading soft-deletes so every spec change / record history stays auditable rather than overwritten; validated consistency with Postman and PHPUnit before merge.

PHPMongoDB AtlasJWT & RBACMulti-Tenant ArchitecturePHPUnitPostmanAgile

Featured Portfolio

Featured Projects

Production-ready systems spanning AI/ML pipelines, edge computer vision, real-time multiplayer backends, and offline-first mobile apps.

Chessify AI
AI/ML & LLM · Full-Stack Web

Chessify AI

Full-featured chess platform with AI opponent (Minimax + Stockfish ELO 1800) and real-time PvP multiplayer via WebSockets. Features live chat, spectator mode, board replay, and server-side move validation.

Next.jsTypeScriptFlaskStockfishSocket.IOWebSocket
StudySync - TimeTable App
Mobile & IoT

StudySync - TimeTable App

Cross-platform timetable and academic-calendar app on Android, iOS, and web from one Flutter codebase across 3 tagged releases, in daily use by students at JIIT. Features offline-first local cache rendering.

FlutterMongoDBExpress.jsOffline-FirstAndroid/iOS
SahYatri - Smart Bus Assistant
AI/ML & LLM · Mobile & IoT1st Place · BitBox 5.0 Winner

SahYatri - Smart Bus Assistant

Intelligent public transport analytics platform running YOLOv5n on Raspberry Pi 4 at 15 FPS with adaptive thresholding, computing passenger occupancy density on-device with time-series telemetry.

YOLOv5Raspberry Pi 4PostgreSQLNode.jsReact.jsFlutter
AI-Driven Interview System (RecrutAI)
AI/ML & LLM · Full-Stack Web

AI-Driven Interview System (RecrutAI)

Adaptive prompt-chaining state machine on Gemini 2.5 Flash scoring responses across 5 rubric dimensions to dynamically branch interview paths with timeouts, fallback templates, and recruiter audit logs.

Gemini APITypeScriptNext.jsDockerFastAPIPrompt Chaining
Nutri-Vision AI
AI/ML & LLM · Full-Stack Web

Nutri-Vision AI

Nutrition inference pipeline combining custom spaCy NER with rule-based quantity parsing against USDA FoodData Central DB. Fine-tuned PyTorch ResNet-50 food classifier served behind a FastAPI inference API.

PyTorchspaCyFastAPIResNet-50Git LFSNext.jsUSDA API
VaultDrop
Full-Stack Web

VaultDrop

Full-stack cloud storage web application inspired by Google Drive. Features serverless architecture, edge-ready SQLite database via Turso (libSQL), Drizzle ORM, NextAuth v5 credentials authentication, and Cloudinary storage.

Next.jsTypeScriptDrizzle ORMTurso (libSQL)CloudinaryNextAuth v5
ShieldChat
Full-Stack Web

ShieldChat

Privacy-focused, real-time chat application implementing client-side end-to-end encryption (E2EE) using AES-GCM (Web Crypto API) with Firebase Realtime Database and secure Google OAuth sign-in.

ReactFirebaseWeb Crypto APIAES-GCMViteTailwind CSS
A1 Typing
Full-Stack Web

A1 Typing

A modern typing practice web app focused on speed and accuracy improvement with a clean UI, real-time WPM/accuracy feedback, and responsive performance tracking.

Next.jsTypeScriptTailwind CSSFramer Motion
NeuroMath
AI/ML & LLM

NeuroMath

AI-powered handwritten math solver using a custom PyTorch Convolutional Neural Network (CNN) that recognizes digits and operators drawn on a digital canvas, achieving 98.6% validation accuracy.

PyTorchFlaskOpenCVDeep LearningCanvas API
DriveSure (Drive-Sure)
AI/ML & LLM · Mobile & IoTFinalist · Innovate 3.0 Hackathon

DriveSure (Drive-Sure)

Pay-As-You-Drive insurance risk scoring system that evaluates real-time telematics data and sensor streams to predict crash risk and generate 0–100 safety scores via REST API. Innovate 3.0 Finalist.

PythonMachine LearningIoT SensorsREST APIRisk Modeling
Student Performance ML
AI/ML & LLM

Student Performance ML

End-to-end ML pipeline predicting student math scores based on demographic and academic features. Deployed on Azure with Docker, CI/CD pipelines, and a Flask web frontend.

PythonFlaskDockerAzureScikit-learnCI/CD
Nutri-Vision Text Analyzer
AI/ML & LLM

Nutri-Vision Text Analyzer

NLP system that transforms natural food descriptions into detailed nutritional data using custom spaCy NER, USDA API integration, and a FastAPI + Streamlit interface.

FastAPIspaCyNLPStreamlitUSDA API

Honors & Accolades

Achievements & Certifications

Recognitions from hackathons, competitive programming platforms, academic institutions, and professional certifications.

1st Place 🏆

1st Place Winner — BitBox 5.0 Hackathon

Google Developer Groups (GDG) · 2025–2026

Awarded 1st place for SahYatri, an IoT edge analytics and public transit telemetry pipeline running YOLOv5n on Raspberry Pi at 15 FPS with time-series PostgreSQL data feeds.

National Finalist 🎖️

Finalist — Innovate 3.0 National Hackathon

National Innovation Challenge · Jan 2026

Selected among top finalist teams nationwide for Drive-Sure, an AI/IoT vehicle telematics device processing live sensor streams to generate real-time driver safety risk scores.

Peak Rating: 2094 ⚡

LeetCode Knight (Peak Rating: 2094)

LeetCode / Algorithmic Contests · Ongoing

Solved 1,000+ Data Structures & Algorithms problems across LeetCode, Codeforces, and GeeksforGeeks with a 250-day consecutive algorithmic problem solving streak.

CGPA 8.6 / 10 🎓

Academic Distinction — Letter of Appreciation

Jaypee Institute of Information Technology · 2023–Present

Awarded official Letter of Appreciation by JIIT for top academic standing and outstanding performance in core engineering subjects and computer science coursework.

GenAI Certified 📜

Generative AI with LangChain & Hugging Face

Udemy Certified · Apr 2026

Completed comprehensive training in LLM Prompt Engineering, RAG architectures, Vector Databases, Hugging Face pipelines, and LangChain/CrewAI agent orchestration.

ML & DL Certified 📜

Complete Data Science, ML, Deep Learning & NLP Bootcamp

Udemy Certified · Mar 2026

Mastered end-to-end Machine Learning, Neural Networks, PyTorch & TensorFlow architectures, Computer Vision (CNNs, ResNet), and Natural Language Processing.

Get In Touch

Contact Me

Have a project in mind? Let's discuss how we can work together to bring your ideas to life.

Let's start a conversation

I'm always interested in hearing about new projects and opportunities. Whether you're a company looking to hire, or someone with a project idea, I'd love to hear from you.