Hi, I'm Amay Dixit
I build Backend Systems and Distributed Infrastructure
Final-year DSAI @ IIT Bhilai · CGPA 9.14 · Building from-scratch systems in Go, Python, and C++
Software Engineer Intern at Emergent as a Polaris Fellow, working on agent infrastructure: evals, replay and multi-agent orchestration. Built a BitTorrent client from scratch, a CRDT-based sync engine (ACORDE), and a temporal reranker for RAG published on PyPI (HalfLife). Mentee in the LFX Mentorship Program at RSTUF, OpenSSF. Led OpenLake (open-source society, IIT Bhilai) as Coordinator · Interned at MOSIP/C4GT and FOSSEE, IIT Bombay · Speaker at DPG Dialogues 2025
Featured Projects
A curated selection of my most impactful work
Kudos
In DevelopmentToken-based social platform replacing likes with a scarce token economy to incentivize quality content.
ACORDE
BetaLocal-first peer-to-peer data sync engine with CRDTs and end-to-end encryption.
BitTorrent Client
CompleteCustom BitTorrent protocol client built from scratch in Go with P2P file sharing.
Stats & Impact
A snapshot of my learning journey and technical contributions
557
LeetCode & Codeforces Problems Solved
7
Internships
4
Blog Posts Published
9.14
CGPA
Latest Writing
Thoughts, deep-dives, and lessons learned while building
HalfLife: Building a Temporal Re-Ranking Engine for RAG
RAG systems fail silently when old, authoritative facts override new truths. HalfLife is the middleware layer I built to fix it — combining intent-aware query classification, multi-strategy decay functions, and a learned MLP to make retrieval time-aware.
Kudos: Engineering a Token-Weighted Social Economy from the Ground Up
A deep technical dive into the polyglot microservices, economic algorithms, gRPC communication, MLFQ feed ranking, and database design powering Kudos — a platform where engagement is a scarce digital currency.
My Journey Contributing to MOSIP: Building Digital Identity Infrastructure for Millions
From implementing credential revocation to building ISO-compliant mDoc support—a year-long journey of contributing to India's digital public infrastructure through Code for GovTech.