RITU MANISHA SOREN
Bangalore
Summary
Dynamic software engineer with a proven track record at Origins AI, specializing in AWS backend solutions and microservices. Expert in Python and data pipelines, I enhance performance and reliability while fostering collaboration with stakeholders. Successfully delivered real-time insights and automated workflows, driving efficiency and innovation in high-volume environments.
Overview
2
2
years of professional experience
Work History
SDE
Origins AI
09.2022 - 11.2024
- Built and scaled backend microservices and data pipelines on AWS for finance, immigration, and agentic AI clients; improved reliability and modularity through architectural refactors.
- Built event-driven pipelines and microservices (queues, background workers, automation) for high-volume enterprise workloads.
- Led codebase modernization-improving performance, observability, and long-term maintainability.
- Built ingestion services for 60+ financial data sources with standardized schemas and validation for analytics readiness.
- Delivered risk processing services powering VaR/CoVaR, correlations, and real-time dashboards; optimized ETL throughput and reliability.
- Built OCR/NLP document ingestion to extract fields and automate population of USCIS/FLAG workflows.
- Implemented asynchronous background workers for real-time visa/case tracking, retries, and notifications.
- Built an executive chatbot for banking leaders to query branch performance and receive insights (KPIs, trends, benchmarking, anomaly flags).
- Partnered with stakeholders to define KPIs and data contracts, translating requirements into APIs and insight-ready outputs.
- Productionized secure RAG using LangChain + OpenAI + Pinecone with RBAC, citation traceability, and monitoring.
Education
BTech - Electrical, Electronics And Communications Engineering
Vel Tech University
Chennai07-2015
Skills
- AWS
- Backend (Django, Flask, FastAPI)
- Agent Framework (Langchain)
- MySQL
- SQS
- SNS
- Lambda
- Python
- Postgres
- BigQuery
- Redis
- LLM
Timeline
SDE
Origins AI
09.2022 - 11.2024
BTech - Electrical, Electronics And Communications Engineering
Vel Tech University