Skip to content
View aditya-lawankar's full-sized avatar
7 followers · 18 following

Achievements

Achievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: QuickdrawAchievement: Pull Shark

Highlights

  • Pro

Block or report aditya-lawankar

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
aditya-lawankar/README.md

Hi, I'm Aditya

I'm a cloud developer at Hewlett Packard Enterprise in Bangalore. I'm most interested in machine learning systems, particularly how LLM inference is served, cached and scaled.

Research

  • Hit Rate Is Not Value: a tiered KV-cache persistence system for LLM inference, and an evaluation of six eviction policies on simulated workloads and a replay of the Azure LLM inference trace. LRU wins cache hit rate but saves the least GPU compute; the paper explains why. Paper (PDF)

Selected projects

  • P2P Money Transfer: UPI-style ETH payments with QR codes and an on-chain transfer log (React, Solidity)
  • Scan-Mart: a grocery store you shop by photo, using a CNN trained on 131 kinds of produce (TensorFlow, Flask)
  • Food Ordering System: restaurant ordering with dietary info and PayPal checkout (Spring Boot, MySQL)
  • Indoor Positioning with BLE: indoor location from BLE beacon trilateration (React Native)

Website · LinkedIn

Pinned Loading

  1. kv-cache-tier-persistence kv-cache-tier-persistence Public

    Tiered KV-cache persistence for LLM inference, with learned and value-aware eviction policies evaluated on synthetic workloads and the Azure LLM trace.

    Python

  2. P2P-Money-Transfer P2P-Money-Transfer Public

    UPI-style Ethereum payments app with QR codes, an address book and an on-chain transfer log.

    JavaScript 3 1

  3. Food-ordering-system Food-ordering-system Public

    Restaurant ordering web app with dietary info, a cart and PayPal checkout, built with Spring Boot, JSP and MySQL.

    Java 2 2

  4. Scan-Mart Scan-Mart Public

    Grocery store you shop by photo: a CNN trained on Fruits 360 identifies the produce you upload (TensorFlow, Flask).

    HTML 1

  5. HoGo-Apartment-Management-system HoGo-Apartment-Management-system Public

    Forked from advaith017/HoGo_Forum

    Apartment community portal with real-time resident chat, maintenance bill payment and a service directory, built on the MERN stack.

    JavaScript

  6. IndoorNavigationBle IndoorNavigationBle Public

    React Native app that estimates indoor position by trilaterating signal strength from BLE beacons.

    JavaScript