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navyabijoy/README.md

Hi, I'm Navya

Backend and infrastructure engineer, recent CS graduate (CGPA 9.83), building reliable systems and AI agent tooling. Interested in backend, SRE, and AI infra roles at fast moving product teams.

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About Me

  • CS graduate from SRM Institute of Science and Technology, CGPA 9.83, class of 2026
  • Two internship rotations at Guidewire Software, shipping Java backend services for a production application with 5,000+ daily active users
  • Backend and platform engineering, with growing focus on AI agent infrastructure and inference engineering
  • 10+ merged PRs across Aden (YC W20) and other open source ML projects
  • LeetCode Knight (1909 rating, top 4% globally across 800k+ participants)
  • Based in Bengaluru, India, open to remote-first roles

⚒️ Skills & Tools

languages backend+frontend databases cloud+devops

🔭 Selected Projects

Foresight — ML-Driven Predictive Self-Healing Platform

Built a Kafka-streamed metrics pipeline feeding a PyTorch LSTM anomaly predictor that forecasts incidents 3-5 minutes ahead of a threshold breach, cutting MTTR from 5+ minutes to under 60 seconds. Tracked model versions and automated weekly retraining and drift detection with MLflow, with self-healing infra provisioned across 3 availability zones using Terraform-managed autoscaling (2 to 10 replicas). FastAPI Next.js Python Kubernetes Prometheus Docker LSTM Neural Networks

Fleet — Multi-Tenant Model Serving Gateway

Streamed inference requests through Kafka into a PyFlink job computing rolling per-tenant and per-model error and latency windows, served via Feast to drive live canary promote and rollback decisions. Nightly Evidently AI drift detection via Airflow flags degrading tenant-model pairs, while the gateway enforces Redis-backed rate limiting and PostgreSQL cost attribution across 10+ tenants on Kubernetes. Go Apache Kafka PyFlink Feast Redis MLflow BentoML Airflow Evidently AI

CodeMap — Local-First Codebase Onboarding AI Agent

A local-first RAG pipeline that indexes repos into Supabase via pgvector, chunking by function and class boundaries and grounding Llama 3.2 answers in cited file and line context. Ships with a Clerk-gated chat interface for per-team repo access, with the vector database and LLM service containerized via Docker Compose for single-command deployment. Next.js TypeScript FastAPI Python Ollama Llama 3.2 Clerk Supabase

Conduit — SaaS Integration Gateway

A Go based gateway for connecting to third-party SaaS APIs, with AES-256-GCM encrypted credential storage, automatic OpenAPI spec generation, and built-in Prometheus observability. Go OpenAPI Prometheus

Anchorpoint — Real-Time Geospatial Facility Siting Tool

A real-time tool for facility siting decisions, built with FastAPI and WebSockets. Runs a two-stage ETL pipeline and uses a SQLite coordinate cache for fast geospatial lookups. Python FastAPI WebSockets SQLite


🏆 Achievements

  • LeetCode Knight (1909), top 4% globally across 800k+ participants. Rank 63 in Weekly Contest 509.
  • "Best Scalable Idea" at Hack Summit 5.0, among 200+ participants.
  • Academic Excellence Award: 10/10 SGPA in semesters III, V, and VIII. 3rd rank for academic performance at SRM.
  • AWS Cloud Foundations Certified and AWS Machine Learning Foundations Certified.

⭐ GitHub Activity & Stats

activity graph

GitHub stats

profile views


📫 Contact

Open to backend, SRE, and AI infra roles or even hackathons ! Feel free to reach out or open a PR.

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  2. chaosline chaosline Public

    Built and shipped a pre-deployment fault injection CLI (npx chaosline) for AI agents; intercepts at both the tool boundary (MCP proxy) and LLM boundary to capture real side effects vs. agent claims…

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  3. conduit-go conduit-go Public

    Conduit is a lightweight, dynamic SaaS integration gateway framework built in Go. It enables developers to build, distribute, configure, and monitor connector instances for popular external service…

    Go

  4. encore-ai encore-ai Public

    a C2C webapp using MERN and tailwind CSS

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  5. codemap codemap Public

    Local-First Codebase Onboarding Agent

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  6. foresight foresight Public

    ML-Driven Predictive Self-Healing Platform

    Python