Manasvi

Software Engineer

Consulting • Tiempo completo

Sep 2024 - Present • 1 yr 10 mos

Orchestrated scalable REST APIs utilizing Django, Flask, FastAPI, and Node.js/Express.js (MERN stack), improving throughput on high-traffic production systems, and reducing latency by at least 11ms. • Implemented authentication, validation, optimized database queries, and efficient CRUD operations, serving millions of users and improving overall API performance. • Designed a scalable Gen AI platform integrated OpenRouter LLMs (Claude, GPT, Gemini) with a serverless AWS architecture (Lambda, API Gateway, CloudFront), delivered 40% lower latency, 30% cost optimization, and 99.9% availability. • Engineered RAG pipeline using Pinecone for vector storage and similarity search, automating document ingestion, chunking, indexing, retrieval, delivering context-aware AI answers with 35% accuracy boost and halved hallucinations • Implemented pagination to improve data access efficiency and improve API performance by 20% and reducing response time by 25%. • Wrote multiple Python scripts for automation, data processing, and task scheduling. • Automated a CI/CD pipeline using GitHub Actions with OIDC-based authentication to deploy a Flask application on AWS EC2 and configured AWS Systems Manager (SSM) for agentless remote deployment, eliminating the need for SSH access or stored credentials. • Collaborated with the team to create scalable solutions and automate CI/CD pipelines using GitHub Actions, Docker, AWS ECR, AWS ECS, AWS EKS (Kubernetes) for traffic routing.