About
Systems Engineer at Malayala Manorama Co Pvt Ltd, working at the intersection of software development and infrastructure — building reliable backend services, automating operational workflows, and shipping production-ready systems.
I primarily build services in Python using Django, FastAPI, and Flask, and design APIs for integrations across internal systems and third-party platforms. I work with REST and SOAP interfaces with a focus on clean service design and performance-friendly implementations.
In production, I handle automation and reliability — monitoring scheduled jobs on Windows servers, troubleshooting interface failures, and maintaining secure file transfer workflows. Cloud integrations using Google Cloud and Vertex AI, CI/CD with Jenkins.
Experience
- —Build scalable backend services using Django, FastAPI, and Flask for internal applications
- —Design RESTful and SOAP APIs to integrate internal systems and third-party platforms
- —Engineer Google Cloud (Vertex AI) integrations for production ML-backed workflows
- —Design microservice-style components to support automation-driven scalability
- —Monitor scheduled jobs on Windows servers; handle failures and ensure stability
- —Maintain FTP/SFTP/FTPS workflows with operational logs and activity reports
- —Automate workflows using ActiveBatch, PowerShell, VBScript, and DOS scripts
- —Use Jenkins CI/CD pipelines and Agile practices for delivery and deployment
Projects
Obituary management system — streamlines data entry and publication with FastAPI backend and responsive Vite.js frontend with full search.
Voice-to-text Android app for internal teams. Integrates Vertex AI for NLP to refine and structure spoken content. Self-hosted on Play Store.
Android app for translation, summarization and OCR-based text extraction. Secure FTP from app for file transfers. Published on Google Play Store.
Bulk WhatsApp messaging automation for Vidyarambham event. Scheduling and customization to reduce manual effort and improve outreach.
Travel management system for booking and scheduling. SQL Server database design with APIs for payment gateway and notification integrations.
CNN-based cardamom quality classification integrated with an e-commerce platform. End-to-end flow for listings, quality analysis, and transactions.
- Dataset format (line images + .gt.txt) - Tesseract training pipeline (.box, .lstmf, checkpoints, traineddata) - Why fine-tuning initially reduced accuracy (catastrophic forgetting) - How the final custom model was deployed and tested
Codeforces Activity
Contact
Whether it's a project, a role, or just a conversation about backend systems — reach out.