About
Python Software Engineer with 2+ years of production experience building scalable backend and cloud-native systems. Experienced in geospatial data workflows and currently expanding into full-stack development and modern backend architectures. I focus on writing clean, maintainable code and taking strong ownership of engineering decisions from design to deployment.
Core strengths include Python, Django, Django REST Framework, FastAPI, React, PostgreSQL, MongoDB, Docker, AWS, and event-driven/backend processing using tools like Celery and Redis.
Achievements
Open Source PRs - activist-org/activist(opens in a new tab)
A collection of pull requests I created in activist-org/activist, with a focus on backend development, API behavior, and test reliability.
Merged PRs
Experience
Jan 2025 — Present
Software Engineering Upskilling Program • Brototype, Kochi
Built production-style backend and full-stack systems including an AI-integrated job portal and a subscription food-ordering platform. Implemented JWT-based RBAC, semantic matching with vector embeddings, WebSocket messaging, payment workflows, and asynchronous processing with Celery + Redis.
Jul 2022 — Oct 2024
Software Engineer • Travancore Analytics
Worked on a data-intensive migration and optimization initiative (from .NET + MSSQL stack toward AWS serverless workflows), contributing to Lambda/DynamoDB-based processing pipelines and reliability improvements. Also built a Django app for automated crash-email clustering with DBSCAN, Celery workers, and PostgreSQL-backed analytics.
Education
2020 — 2022
MSc Computer Science • IIITM-K
Specialization: Geospatial Analytics
Relevant project: Spatial Prediction of Soil Nutrients Using Deep Learning, using remote-sensing data and neural-network approaches to support agricultural decision-making.
2017 — 2020
BSc Computer Science • IHRD College
Thrissur
Built a strong software and computer science foundation across programming, data structures, systems, and core engineering concepts.
Projects
AI-Integrated Job Portal Platform
Built a full-stack hiring platform with Django REST Framework and React. Implemented semantic job-candidate matching with vector embeddings, role-based access control with JWT, WebSocket-based messaging, and background processing via Celery + Redis.
TiffinTrack Subscription Platform
Developed a subscription-first food ordering platform using Django and PostgreSQL with multi-role access for users, restaurant owners, and admins. Added location-aware restaurant discovery using GeoDjango + PostGIS and deployed backend services on AWS EC2.
Cloud Migration & Performance Optimization
Contributed to redesigning a data-intensive processing workflow (>1M events/day), helping migrate parts of the system toward AWS serverless architecture with Lambda and DynamoDB. The initiative delivered a major runtime reduction from around 45 minutes to under 1 minute.
Automated Email Clustering System
Built a Django-based application to process and cluster 1,000+ daily crash and bug-report emails. Implemented DBSCAN-based clustering, analytics views, threshold alerts, and asynchronous processing with Celery. Containerized with Docker for stable deployment.
Get In Touch
Get In Touch
For opportunities, collaborations, or technical discussions, feel free to reach out. I'm happy to connect.