A BIT 'BOUT MY JOURNEY
I'm a backend and cloud engineer based in Ahmedabad, India, with over four years of experience turning ideas into robust, scalable cloud-native solutions. My journey began at an MNC, where I first got my hands dirty with real-world backend systems- figuring out how everything fits together amid the chaos of production environments. That’s where I discovered my love for building systems that not only work but thrive under load, and for those late-night deep dives into challenging technical puzzles.
Since then, I've taken on roles with end-to-end ownership-sketching out ideas, coding them up, and pushing them live with confidence. I've built event-driven data pipelines, serverless applications, and AI-powered automation flows using tools like Python, FastAPI, Django, Django REST Framework, AWS services, LangChain, A2A Protocol and MCP.
Lately, my curiosity has led me into the world of AI-driven backends-experimenting with RAG setups, agentic AI, and MCP frameworks to design smarter, adaptive automation systems. I'm also an AWS Certified Solutions Architect - Associate, which has sharpened my skills in architecting secure, efficient, and scalable cloud environments.
What truly drives me is an insatiable curiosity-constantly exploring new technologies and finding creative ways to blend them into meaningful, real-world solutions that push boundaries and make engineering just a little more exciting.
Python
AWS
Lambda
ECS
Roboflow
YOLOv8 (Ultralytics)
Pytorch
Fargate
Textract
Rekognition
FastAPI
Django
Django REST Framework
Langchain
Streamlit
MCP
RAG
A2A Protocol
MySQL/RDS
Redis
Kafka
Chromadb
Docker
IaC
CI/CD
Celery
OpenSearch/Elasticsearch
SQS
asyncio
Work
Check out some of my recent work - cool products I've been part of, built using the latest tech and libraries to create something awesome!
Vet Consult Platform
Built a system where veterinarians can quickly search for animal diseases.Administrators upload disease books (EPUB files), and the system reads them and makes the content searchable so vets can easily find the information they need.
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Aviva
Built and supported the internal IT Self-Service Portal used by Aviva employees to log support requests, access shared tools and resources, and request services. Worked primarily on support, bug fixes, database-related tasks, and small feature improvements to enhance portal reliability and performance.
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Transport for London (TfL)
Developed data processing workflows to extract information from emails and documents, enabling downstream teams to use the data effectively.
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Visa Inc.
Built an agentic AI workflow that classifies transactions as fraud/non-fraud and automatically triggers downstream business actions like dispute creation and card blocking using tool-calling agents and a custom orchestrator.
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Personal Projects
Check out some of my recent work - cool products I've been part of, built using the latest tech and libraries to create something awesome!
MCP HUB
MCP-Hub is an open-source gateway that connects multiple Model Context Protocol (MCP) servers and exposes a single, easy-to-use MCP interface, so clients don’t need to manage multiple connections.
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Rice Quality Detector - Edge AI
A lightweight computer vision system that detects and classifies rice grains into quality categories using YOLOv8 object detection, optimized for edge deployment with a TensorFlow Lite INT8 quantized model for fast on-device inference.
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Client's love
“We worked with Mann at Aviva on several backend and automation initiatives. He consistently delivered high-quality solutions, approached problems thoughtfully, and helped improve our team’s engineering practices. Mann was always willing to collaborate and support others, bringing both skill and positivity to the team. We highly recommend him to any engineering team.”
IT Automation & Engineering Team, Aviva
Aviva
“I had the pleasure of working closely with Mann on the TfL project. He played a key role in designing and building scalable serverless document and email-processing workflows on AWS that significantly improved our operational efficiency. Mann has a calm, analytical approach to problem-solving — whether it was architecting reliable OCR pipelines, smoothing complex automation flows, or troubleshooting production issues, he consistently delivered high-quality solutions.”
Mahuya Mondal
Transport for London (TfL)
Lets build beautiful,
meaningful things together!
+91 9724663588