Jipson George
Software Engineer
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About
Software engineer with 3 years of experience building Python backends—REST APIs, background jobs, and production deploys on AWS and Google Cloud. Early work was Django and Flask for chat, travel, and marketplace products; more recently event-driven systems on Firebase/GCP with third-party API integrations, workflow automation, and document pipelines that use LLMs. use AI coding tools to move faster on implementation and debugging while keeping ownership of design and what ships.
Experience
Software Engineer at Inception AI (2025-06 – Present)
- Worked as part of a team that built a production event-driven system for paper-heavy visa drafting workflows.
- Helped build backend services that use AI for document classification, document analysis, complex immigration Q&A, and long-form letter drafting.
- Tuned LLM workflows with token-aware batching, parallel workers, JSON validation, and retries; tracked usage for billing and reporting.
- Created and maintained client-specific templates by refining prompts for letter drafting and document arrangement through systematic testing.
- Built and maintained a Python integration library to connect with external CMS platforms via APIs.
- Integrated third-party REST APIs (auth, pagination, file endpoints) and normalized responses into a shared internal format for pipelines/workers.
- Built a Playwright-based browser automation system and used AI to analyze documents into structured output for downstream U.S. government form-filling flows.
- Automated firm-level operational updates to Google Sheets so sensitive work details stayed in client-controlled systems instead of internal storage.
- Used Git across multiple repositories for version control, code reviews, and PR merges.
- Containerized backend workloads with Docker for consistent deployment and parallel processing on GCP.
- Maintained and supported an event-driven GCP pipeline using Pub/Sub, Eventarc, Workflows, and Cloud Run; monitored and debugged production issues.
- Performed unit, integration, and manual testing for new feature releases.
- Built InfinityOne using HTML/JavaScript and Firebase to store case details.
- Developed intake flows in InfinityOne to collect beneficiary case documents and information, using AI to make the process easier for clients.
- Built an internal organizational chatbot for testing, reducing the need to upload sensitive documents to public tools.
- Used AI coding tools daily for code search, boilerplate, debugging, and refactoring while remaining accountable for architecture, reviews, testing, and production decisions.
Software Engineer at Cosq Network Pvt Ltd (2023-11 – 2025-06)
- Backend for NAMI, a chat and social app with text, image, and video and fairly strict access control.
- Django REST Framework APIs for the product surface, and Hive for content moderation / pseudonudity checks before media went public.
- Celery Beat and Redis for chat expiry, push notifications, and auto-renewal jobs.
- Cut slow ORM queries and used Django signals, background jobs, and caching on the hot paths.
- Ran it on AWS EC2 (Linux). Wired email, payments, Google Geocoding, and push notifications.
- Flask APIs for Himico, a travel-tech product that connects travelers with agents.
- Travel package builder: agents pick places on Google Maps and DeepL translates the copy. Booking flow covers browse, select, and pay.
- PostgreSQL schema, queries, and migrations with SQLAlchemy and Flask-Migrate.
- Worked with the AI team on a travel chatbot (intent and response quality).
- CI/CD with Git, Azure, and AWS (Docker, EC2, Lambda).
- Fit Lien gym app in Flutter with Firebase auth and Cloud Functions. Maps for location search.
Junior Python Developer at Luminar Technolab (2023-03 – 2023-10)
- HireLinkz, a job portal with employer, applicant, and admin sides in Django and SQLite.
- Job posting, applicant handling, admin verification, auth, and role-based access.
- Models for the core data; HTML, CSS, JavaScript, and Bootstrap on the front; APIs for applications and employer actions.
Education
Bachelor of Technology (B.Tech) in Electronics and Communication Engineering – University of Kerala (LMCEST), Trivandrum, Kerala
Higher Secondary Education – St. Antony's H.S.S, Kottayam, Kerala


