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ayushsaxenagithub/README.md

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About

I’m a software engineer focused on MLOps, backend systems, and cloud infrastructure. I build reliable APIs, ML pipelines, and production systems with strong observability and safety rails.

  • IIT Kharagpur (Dual Degree, ’24)
  • Turbulence NN: MSE 8.777e-07, RMSE 0.00094, R² ≈ 0.9975
  • PilotLMS: Django LMS with role-based dashboards and analytics
  • Areas: microservices, CI/CD, retrieval, LLM evals, product thinking

Tech Stack

Languages: Python, JavaScript/TypeScript, C++, SQL
Backend: Django/DRF, Flask, FastAPI, REST, GraphQL
Frontend: ReactJS, Bootstrap, Responsive UI
Data/ML: Pandas, NumPy, scikit-learn, LLM retrieval/evals
Cloud/DevOps: AWS, GCP, Docker, Kubernetes, Terraform, Nginx, GitHub Actions
DB/Queues: PostgreSQL, MySQL, SQLite, Redis, Celery

Experience

Turing — MLOps / Software Engineer (Jun 2024 – Present)

  • End-to-end ML pipelines: data → training → evaluation → deployment
  • CI/CD for ML services with GitHub Actions, Docker, Kubernetes and rollback safety
  • Observability with Prometheus/logging, SLOs, error budgets, and alerting

SwissPlat — Founding Engineer (2025 – Present)

  • Multi-tenant Django platform for B2B trade
  • LLM features for supplier matching, RFQ automation, and pricing insights
  • Retrieval with vector search, prompt guardrails, offline evals; Celery workers; S3 media

TransOrg Analytics — Software Developer Intern (Jun 2022 – Jul 2023)

  • Analytics systems on AWS; optimized data flows
  • Managed EC2, S3, Route53; strengthened RBAC and admin experiences

Web Prism IT — Software Developer Intern (May 2021 – Jul 2021)

  • React + Django integrations; designed RESTful APIs; improved backend schemas

Projects

SwissPlat LLM Platform — supplier discovery, RFQs, price intelligence
Stack: Django, DRF, PostgreSQL, Celery, Redis, S3, Vector DB; Docker/K8s; guardrails; evals

Driven Turbulence Analysis — neural net predicting pressure strain
Code: https://github.com/ayushsaxenagithub/DrivenTurbulenceAnalysis

PilotLMS — role-based dashboards and analytics
Code: https://github.com/ayushsaxenagithub/PilotLMS

E-Commerce (React/Django) — DRF + React, JWT auth, carts and orders
Code: https://github.com/ayushsaxenagithub/e-commerce

Freelancer Marketplace — posting, bidding, messaging
Code: https://github.com/ayushsaxenagithub/Freelancer_MarketPlace

Publications

Mathematics for Competitive Programming and Data Structures (C++)
ISBN: 9798397120371
Topics: Number Theory, Combinatorics, Graph Theory, Probability, Geometry

Education

IIT Kharagpur — B.Tech + M.Tech Dual Degree, 2019–2024

GitHub Analytics

Let’s Connect

Email: ayush.asax.saxena@gmail.com • LinkedIn: https://www.linkedin.com/in/ayush-saxena-8b8213195 • Portfolio: https://ayushsaxena.in • Blog: https://blog.ayushsaxena.in

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  1. PilotLMS PilotLMS Public

    The Django Learning Management System is a web application that facilitates the management and organization of educational courses. It provides a platform for creating and managing courses, enrolli…

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  3. candiresume candiresume Public

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  4. ecommerce_website ecommerce_website Public

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  5. Freelancer_MarketPlace Freelancer_MarketPlace Public

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