AI and backend engineer.

github

Divyansh Agrawal • Peerlist

MemLayer: The plug-and-play memory layer for smart, contextual LLMs.MemLayer captures key information from conversations, stores it persistently, and retrieves exactly what your model needs to stay consistent and contextual. Works with any LLM. Build smarter agents in minutes, without managing your own memory system - plus an ML-based extraction module to filter and enhance what gets stored.

Memlayer

<h3>Helix | Auto‑Generated Documentation + Code Intelligence</h3>Use Helix today : <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://helixdev.app/">https://helixdev.app/</a> Helix is an innovative platform designed to transform the way engineering teams interact with their codebase. Built on a high-performance Rust engine, Helix parses your entire codebase into a verifiable Merkle-hashed graph, enabling deep code understanding. Helix generates living documentation, surfaces architectural insights, and connects code to its runtime behavior. Refactor with confidence, generate and execute test cases, explore dependencies visually, and onboard faster with AI-powered explanations.Key Features:<ul><li>Live, Up-to-Date Docs: Auto-generated, always fresh documentation for your entire codebase.</li><li>Test Case Generation &amp; Execution: Automatically generate and run tests from your code and changes.</li><li>Code Refactors &amp; Intelligence: Smart refactors driven by deep code structure and AI analysis.</li><li>Interactive Dependency Graphs: Visualize relationships and complexity across files and functions.</li><li>AI-Powered Explanations: Understand unfamiliar codebases instantly with natural language insights.</li><li>Automated Code Reviews: Get AI-generated PR summaries, impact analysis, and code suggestions.</li><li>Performance Awareness: Link code changes to real-world performance with runtime insights.</li></ul>Helix AI is built for modern engineering teams, offering tools to onboard engineers, improve architecture, debug faster, and scale teams while maintaining code quality and consistency. Join the waitlist today to experience the future of codebase management with Helix.

Helix v1.0

Helix

Designed and implemented a resilient web application for handling student assignment uploads.
Utilized Django for the backend API, Celery for asynchronous task queuing, and Redis as a message broker to offload file processing, ensuring immediate user feedback.
Configured Caddy as a reverse proxy and round-robin load balancer for multiple Waitress/Django instances. Developed a React frontend interacting via REST API with CORS handling.

Async Student Portal

Arbitr is a state of the art classification system that classifies and moderates text content in a context-sensitive manner

Arbitr

Developed an AI-powered inventory management application using Django REST Framework, React, and Material UI.
Implemented demand forecasting with Prophet and ARIMA, achieving improvement in forecast accuracy compared to baseline methods. 
Integrated a conversational AI chatbot using the OpenAI Agents SDK for natural language interaction and tool calling with inventory data.

Storer

Developed a Python/Django application enabling users to upload PDFs and ask questions via a chat interface. 
Implemented an agentic RAG pipeline using the OpenAI Agents SDK, featuring multiple collaborating agents (triage, retrieval, validation) and asynchronous processing with Celery/Redis for enhanced responsiveness.

PDF-RAG

Vox is a voice-actuated navigational model that uses STT and NLP to navigate windows systems efficiently using only voice commands.

Storer is a PoS and inventory management software that uses SOTA predictive models to track and predict forecast, and has an inbuilt AI chatbot with an agentic workflow.