Software Engineer at Pine Labs

Backend systems engineer building reliable fintech platforms, telemetry services, and AI/ML products.

I work on distributed merchant onboarding and lifecycle systems at Pine Labs, with hands-on experience across Java, Go, Spring Boot, gRPC, event-driven services, observability, and full-stack AI/ML product engineering.

Open to high-impact backend, platform, fintech, and AI product roles across global product companies and startups in the USA, EU, and APAC.

500K+

POS devices served by merchant lifecycle systems

90%

reduction in onboarding failures through REST-first flows

150K+

POS devices migrated for high-volume payment processing

50%

lower SRE ticket volume through production debugging

Experience

Production engineering in payments infrastructure

Recent work spans distributed merchant platforms, POS lifecycle systems, telemetry ingestion, production debugging, reliability improvements, and ownership at payment scale.

Pine Labs

Software Engineer

Building internal merchant onboarding, payments, and lifecycle systems for production fintech workflows.

Aug 2025 - Present

Noida, India

  • Built and scaled a distributed merchant onboarding platform (Reactive Spring Boot, microservices) handling 500K+ POS devices, serving as the system of record for merchant lifecycle.
  • Reduced onboarding failures by 90% by replacing Salesforce event-based flows with idempotent REST-driven,fail-fast architecture, improving reliability at scale.
  • Migrated legacy UAM from Salesforce into the internal platform, preserving authentication and role-based access control in production.
  • Led Fiserv → Pine Labs migration, onboarding 150K+ POS devices supporting INR 150 Cr+ daily GTV with almost zero data loss.
  • Redesigned VAS activation engine, reducing 600+ flows to <50 configurations, eliminating future effort.
  • Migrated Bulk VAS/TID operations in-house, reducing third-party dependency while ensuring zero downtime.
  • Integrated BPCL and Petroleum merchant workflows into the new platform, maintaining feature parity while reducing third-party dependency.
  • Delivered PayByLink flows for online gateway payments when customers do not have physical cards at merchant outlets.
  • Reduced SRE ticket volume by 50% through proactive debugging, observability and production issue resolution.

Pine Labs

Software Engineering Intern

Built secure POS authentication, telemetry, and merchant onboarding services across Go and Spring Boot.

Jan 2025 - Aug 2025

Noida, India

  • Engineered a Go-based POS authentication provisioning system using X.509 certificates for secure device identity and encrypted communication.
  • Developed a Terminal Metrics Collector app with gRPC streaming into OpenTelemetry, Prometheus, and Grafana for real-time observability.
  • Optimized high-frequency telemetry serialization with Protocol Buffers, reducing gRPC payload size by 20% and improving throughput.
  • Built and optimized a production-grade telemetry pipeline for 300K+ POS devices, achieving under 2s latency and near-zero data loss for 24/7 monitoring.
  • Implemented Spring Boot REST APIs for a merchant store terminal system, enabling seamless frontend integration during onboarding.
  • Collaborated with DevOps, QA, and Product teams on Docker/Kubernetes deployments, regression testing, and reliable production rollouts.

Education

NIT Delhi foundation with AI/ML depth

A compact academic signal that supports the production backend work without turning the portfolio into a transcript.

National Institute of Technology Delhi

B.Tech in Electronics and Communication Engineering

Minor in Artificial Intelligence and Machine Learning

Dec 2021 - May 2025Delhi, India7.96 GPA

Engineering foundation across electronics, systems thinking, algorithms, and AI/ML, paired with applied software projects, research, and competitive programming.

Data StructuresAlgorithmsComputer NetworksOperating SystemsMachine LearningSignal ProcessingBackend SystemsApplied AI

Projects

Featured fintech, AI, and applied ML projects

6 featured projects show systems thinking, product ownership, applied AI, and practical full-stack execution. 38 additional public repos are grouped below.

All GitHub repos

Fraud Safety

ScamShield

Risk

Risk

87

1. WhatsApp check
2. UPI hash safe
3. Recovery report
UPIPhishingKYCQRJobs
Fraud SafetyNew flagship

ScamShield

WhatsApp-first fraud and scam detection platform for UPI, phishing, KYC, job/task, investment, QR, and fake payment scams.

  • Designed a hybrid risk engine with deterministic rules, MiniLM embeddings, calibrated classifiers, URL/payee scoring, merchant graph signals, and multilingual GenAI explanations.
  • Built Python FastAPI ML service with paraphrase-multilingual-MiniLM-L12-v2 embeddings, logistic regression calibration, model metadata, and safe Naive Bayes fallback.
GoPythonFastAPIReactViteMiniLMscikit-learn+3
Code coming soon

Fintech

Horizon Banking Platform

Flow

Balance

$24.8k

Plaid sync

Dwolla transfer

SSR auth

Fintech

Horizon Banking Platform

Secure full-stack banking platform with real-time transaction analytics, multi-account integration, and user-to-user transfers.

  • Implemented SSR authentication and validated financial workflows with Appwrite.
  • Integrated Plaid and Dwolla for account connectivity, transaction data, and transfer flows.
Next.jsTypeScriptAppwritePlaidDwollaZodTailwind CSS+1

AI SaaS

Blog For The Future

CMS
Prompt
OpenAI
Prisma
AI SaaS

Blog For The Future

AI-powered full-stack blogging platform that generates content with OpenAI APIs and manages posts through a rich editor.

  • Used Prisma ORM for structured database access and faster iteration.
  • Integrated OpenAI APIs into a production-style content workflow.
Next.jsTypeScriptOpenAI APIPrismaTipTapCSS

AI Retrieval

Natural Language Query Agent

RAG
Query
Index
Answer
RAGMemoryCites
AI Retrieval

Natural Language Query Agent

LLM and vector-indexed query agent for answering questions across lecture notes and LLM architecture references.

  • Designed retrieval over lecture notes and structured LLM architecture tables.
  • Explored follow-up questions, conversational memory, and citation-ready responses.
PythonJupyter NotebookLLMsVector indexingRAG

Computer Vision

WatchGuard CCTV Anomaly Detection

CV
Anomaly signalHigh
Computer Vision

WatchGuard CCTV Anomaly Detection

Real-time surveillance anomaly detection using autoencoders and deep learning models over CCTV video frames.

  • Used spatio-temporal autoencoder methods for abnormal behavior detection.
  • Prepared video frame pipelines over Avenue abnormal detection data.
PythonTensorFlowKerasOpenCVJupyter Notebook

Applied NLP

TweetMoodTracker

NLP
NLPPrivacySignals
Applied NLP

TweetMoodTracker

NLP research project for identifying depressive trends in Twitter text while emphasizing privacy-aware analysis.

  • Built project flow for social text data collection, dataset creation, and model development.
  • Explored language signals that may indicate mental health risk trends.
PythonNLPJupyter NotebookData analysis

Project archive

Additional public repositories are grouped by theme for a quick scan of product, AI/ML, frontend, and exploratory work.

Full-stack Products9 reposExpand

Full-stack Products

AI-SaaS

Multi-tool AI SaaS with generation flows and authenticated access.

Next.jsTypeScriptClerk
UniConnect

Student resource portal for notes, papers, books, FAQs, and links.

ReactJavaScriptCSS
MERN Blog App

Blog app with dashboard, JWT auth, and Redux Toolkit state.

MongoDBExpressReactNode.js
Arklyte Travel Planner

Next.js travel planner with scraping-oriented trip discovery flows.

Next.jsTypeScriptDocker
GO-CPT

Responsive Figma-to-React implementation for a frontend task.

ReactJavaScriptTailwind CSS
Slidely Task Backend

TypeScript backend for submission workflows.

TypeScriptNode.js
Slidely Forms App VB

Visual Basic .NET forms client for the Slidely task flow.

VB.NET
BookShelf

Book-focused JavaScript application.

JavaScriptCSS
Book Dashboard

Dashboard-style interface for book data.

JavaScriptCSS
AI and ML7 reposExpand

AI and ML

OpenAI ChatBot

Notebook-based chatbot exploration with OpenAI-style workflows.

PythonJupyter Notebook
Paraphrase Detection

Paraphrase detection research artifact.

NLP
Subtheme Sentiment Analysis

Notebook project for sentiment analysis across subthemes.

PythonJupyter NotebookNLP
BeastScan

Image processing app for animal recognition.

PythonJupyter NotebookComputer Vision
GuardianWatch

Real-time weapon detection project for CCTV safety alerts.

PythonTensorFlowOpenCV
Distracted Driver Detection

Computer vision notebook for driver distraction classification.

PythonJupyter Notebook
Quote Web App

Notebook-backed quote web app experiment.

Jupyter Notebook
Web Practice17 reposExpand

Web Practice

GRAAS

Image-based authentication idea using visual strings and encryption.

HTMLCSSJavaScriptBootstrap
Srijan

Personalized gifting e-commerce website with AR/VR concepting.

HTMLCSSJavaScript
Satkaar

Indian tourism and homestay discovery website.

HTMLCSSJavaScript
GustyWeather

Weather app using OpenWeather API.

HTMLCSSJavaScript
Calculator

Responsive calculator for arithmetic operations.

HTMLCSSJavaScript
ColorPicker

Chrome extension for selecting and saving colors from web pages.

HTMLCSSJavaScript
Rock Paper Scissors

Browser game with dynamic JavaScript result updates.

HTMLCSSJavaScript
ToDoList

Simple task list application.

HTMLCSSJavaScript
Temp Converter

Temperature conversion utility.

HTMLCSSJavaScript
WeatherApp

Weather application prototype.

HTMLCSSJavaScript
PatternLock

Pattern lock UI experiment.

HTMLCSSJavaScript
Password Generation

Password generator utility.

HTMLCSSJavaScript
Cursor

HTML/CSS cursor interaction experiment.

HTMLCSS
CodeTrack

Frontend practice project.

CSSHTML
COVID Awareness

Informational awareness website.

HTMLCSS
Quiz

Browser quiz application.

HTMLCSSJavaScript
Trombones

CSS-focused web practice project.

CSSHTML
Explorations5 reposExpand

Explorations

BlockChain

Early JavaScript blockchain concept project.

JavaScript
Portfolioo

Previous generation portfolio website.

Next.jsJavaScriptChakra UI
Portfolio

Older static portfolio iteration.

HTMLCSS
Portfolio Old

First portfolio archive.

CSSHTML
devkmaan Profile

GitHub profile README and developer profile repository.

Markdown

Skills

A backend-first toolkit with AI and product range

Core tools across distributed systems, payment platforms, Go telemetry, Java microservices, data infrastructure, observability, and practical AI/full-stack product work.

Backend and Systems

JavaSpring BootSpring WebFluxGolanggRPCMicroservicesEvent-driven architectureREST APIs

Data and Observability

PostgreSQLMongoDBRedisSQLNoSQLCaffeine cachingOpenTelemetryGrafana

AI and Full-stack

PythonFastAPIscikit-learnMiniLMReactNext.jsTypeScriptTailwind CSS

Engineering Toolkit

GitMavenGradleJMeterPrismaDocker basicsSystem designDSA

Signals

Competitive programming, ML selection, and publication proof

A compact set of academic, competitive, and research signals that support the engineering work.

Achievements

  • Solved 1000+ DSA problems across LeetCode, GeeksforGeeks, CodeChef, and Codeforces.
  • Semi-finalist in Flipkart Grid 2024, among the top 2% of participants.
  • Selected for Amazon ML Summer School 2024, top 0.3% in India.
  • Secured Rank 82 among 1 million candidates in Delhi Best Student Contest.
  • Recipient of Student of the Year and Most Disciplined Student awards at Aster Public School.

Publication

IEEE ICCTDC 2025

Polynomial-Based Disorder Avoidance in Multimode Fiber Propagation

Dev Kumar Maan, Ayush Biyani, Rikmantra Basu

Designed a hybrid analytical and ML-based signal reconstruction framework combining polynomial basis projection with learned coefficient estimation.