Let's build something great

Smriti Yadav.

Sr. Software Engineer · Mumbai, India ✿

I build cloud systems that scale to millions, fail gracefully, and ship on time. 4+ years of serverless architecture, AWS mastery, and AI/ML integration — with a soft spot for elegant, tested code.

See my work ✦ Say hello

👩‍💻

Smriti Yadav

Sr. Software Engineer · 4+ yrs

FastAPI RAG Lambda MCP

20k+

users on a solid,
zero-downtime system

✦ Certified

🤗

MCP Fundamentals

HuggingFace · Mar 2026

MCP · AI

✦ Certified

🤖

Generative AI Fundamentals

Databricks · Sep 2025

GenAI · LLMs

About me

Engineer at heart,
builder by nature.

I thrive where cloud infrastructure meets real human impact. Whether it's shaving query latency with DynamoDB GSI indexes, weaving LLMs into production pipelines, or building auth systems trusted by enterprises — I approach every problem with precision and curiosity.

Currently at Openspace Services where I architect serverless APIs, identity systems, and data pipelines that hold up under pressure — and look clean doing it.

"I don't just write code. I craft systems." ✿

🌿

Systems First

Design for failure before success. Every API, pipeline, and auth flow built to degrade gracefully.

🌸

Test Everything

Maximum coverage with Pytest & Moto3 isn't a checkbox — it's the only way to ship with true confidence.

✨

Curious Always

From RAG pipelines to gesture recognition to IoT safety systems — I follow the interesting problem wherever it leads.

The stack

Tools I love
& trust.

Battle-tested tools I've used in production. Hover to see them light up ✿

Languages & Frameworks

PythonFastAPIDjangoFlaskReact JSREST APIs

AWS Cloud

AWS LambdaDynamoDBAPI GatewayAWS CognitoEC2 · S3 · ECRCloudFormationCloudWatch · CloudTrailSecret Manager

Auth & Identity

OKTA SSOAzure ADOAuthLDAPGuacamole

DevOps, Databases & Testing

DockerBitbucket CI/CDPytest · Moto3Apache KafkaPostgreSQL · MySQLAlembic · RuffNginxPre-commit · Git

AI / ML — the exciting frontier ✦

RAG PipelinesOpenAI APIMCPGeminiHuggingFaceYOLOv8LLM IntegrationPrompt Engineering

Experience

Where I've grown.

Aug 2021 —
Present

Currently here

Sr. Software Engineer

Openspace Services Pvt Ltd · Mumbai

✿Architected serverless APIs with AWS Lambda & API Gateway; optimized DynamoDB with GSI indexes to significantly reduce query latency at scale.
✿Implemented Singleton Design Pattern with dependency injection, improving code maintainability and performance across services.
✿Built multi-provider authentication — AWS Cognito, OKTA, Azure AD — securing enterprise access for thousands of users.
✿Achieved maximum test coverage with Pytest & Moto3; containerized with Docker and automated deployments via Bitbucket CI/CD.
✿Led LLM integration: RAG pipelines, OpenAI & Gemini APIs, MCP integrations, and production prompt engineering.

Projects

Things I've built.

1 / 5

FastAPIDockerAlembicANPR · MediaMTXMinibox · iBoxAIPhone · AsteriskRuff · Pre-commit

SecureParking

Full-stack IoT parking management system — from hardware to command center. ANPR cameras via MediaMTX for real-time licence plate recognition, Minibox/iBox barrier integration, AIPhone door stations with Asterisk VoIP, and a live monitoring dashboard. Strict code quality enforced via Ruff and pre-commit throughout.

Smart parking — from barrier to dashboard, fully connected

FastAPIApache KafkaRAGLLM / AINginx

ComplyGini

AI-powered compliance management platform for company accounting. A RAG pipeline at its core — intelligently surfaces regulatory requirements, flags anomalies, and automates audit workflows. Kafka handles async compliance event streams; Nginx manages routing for production resilience.

AI that understands compliance so your team doesn't have to

AWS LambdaDynamoDBCloudFormationEC2 · ECR · S3API GatewayLDAP · Guacamole

Innovgrid

B2B serverless platform for cloud computation and high-performance infrastructure provisioning. End-to-end AWS architecture with LDAP authentication and Guacamole remote desktop integration. Full observability via CloudWatch & CloudTrail, secrets via AWS Secret Manager.

Enterprise-grade cloud infrastructure platform

FastAPIMySQLApache KafkaOKTA SSOAzure AD

HealthMeter

SSO integration across Okta & Azure AD with bulk transaction processing via Apache Kafka. Central Notification System powering 20,000+ daily active users — built for zero downtime and real reliability.

20,000+ users on a solid, zero-downtime system

FlaskAzure FunctionsAzure BlobMySQL

Horizon River Technologies

Invoice automation and analytics platform generating demographic insights for financial decision-making. Serverless architecture on Azure Functions with cloud storage and a robust relational data layer.

Automated invoice intelligence pipeline

FastAPIReact JSDockerMySQLIoT Sensors

Intellisafe

Real-time IoT worker safety monitoring with live sensor data pipelines for industrial environments. FastAPI backend, React dashboard, containerized for consistent deployment.

Real-time safety intelligence for industrial workers

GitHub · Personal

Things I explore.

Side projects, experiments & learning — all open source ✿

1 / 4

PythonAI / MLHuggingFaceAudio ProcessingSentiment Analysis

AudioSentimentAnalyzer

Python app that leverages state-of-the-art ML models to transcribe audio recordings and analyze the sentiment conveyed in speech. Combines speech-to-text with NLP sentiment classification — at the intersection of audio processing and AI.

Speech → transcript → sentiment, end to end

View on GitHub

PythonYOLOv8Computer VisionUltralyticsJupyter Notebook

YOLOv8 License Plate Detection

A YOLOv8-based project for detecting license plates from images and videos. Built to learn computer vision and object detection — and it directly connects to the ANPR work in SecureParking.

Object detection meets real-world parking systems

View on GitHub

PythonDockerGitHub ActionsMakefileUnit Tests

CI/CD Sandbox

A lightweight Python project built to practice Makefiles, Docker, GitHub Actions CI/CD, and Python module structuring. Includes a Wikipedia fetcher with unit tests — clean, minimal, and a great reference for setting up pipelines from scratch.

CI/CD best practices, distilled into one lean repo

View on GitHub

PythonMonitoringOTPSecurity

OTP Monitoring System

A monitoring system for OTP (One-Time Password) flows — tracking delivery, validation, and anomaly detection. Useful for observing the OTP lifecycle in production systems and catching issues before they affect users.

Security observability for OTP workflows

View on GitHub

Years of experience

Projects shipped

Certifications

Technical articles

Credentials

A little more
about me.

🤗

MCP Fundamentals

HuggingFace · Credential ID: smritiyadav

Issued Mar 2026

Model Context Protocol · AI

🤖

Generative AI Fundamentals

Databricks Academy Accreditation

Issued Sep 28, 2025

Generative AI · LLMs

☁️

Intro to ML: Art of the Possible

AWS Training & Certification

Completed Sep 28, 2025

Machine Learning · AWS

🎓

B.Sc. Information Technology

Thakur College · Mumbai University

2018

Highlight

Award & recognition.

🏆 ORIGIN 2018

3rd Place — Intra-Collegiate Science Exhibition

Built a game controlled entirely through gesture recognition — no keyboard, no mouse, just your hands and a camera. Before gesture control went mainstream, Smriti was already building it. This is what happens when engineering curiosity meets creative problem-solving.

💬

Languages

English · Hindi

EnglishHindi

Writing