Software / Systems Engineer

Building high-performance systems & ML pipelines.

Systems-focused engineer working across C++, Go, distributed systems, and high-performance AI/ML pipelines. Comfortable going from protocol-level reverse engineering to full-stack product. Optimized for infrastructure, ML systems, and performance-critical environments.

Currently a Software Engineer at CDPG, IISC. Active open-source contributor collaborating on impactful software solutions.

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Tech Stack

Skills & Technologies

From low-level systems and reverse engineering to ML pipelines and full-stack. The tools I use to build performant, real-world software.

Core Systems & Languages

C++

C++

Java

Java

Python

Python

Go

Linux

Linux

Docker

Docker

Bash

Bash

CMake

CMake

Qt

AWS

AWS

Databases & Backend

PostgreSQL

PostgreSQL

MongoDB

MongoDB

MySQL

MySQL

Spring Boot

Spring Boot

Hibernate

Hibernate

Node.js

Node.js

Prisma

Prisma

Web & Frontend

React

React

Next.js

Next.js

TypeScript

TypeScript

JavaScript

Tailwind CSS

Tailwind CSS

HTML

CSS

Additional Tools

Express.js

Express.js

GraphQL

GraphQL

Redux

Redux

GitHub Actions

GitHub Actions

Tauri

Tauri

My Projects

Selected work across systems engineering, ML pipelines, and developer tools.

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Nebula Buds Pro Ctl

Nebula Buds Pro Ctl

Reverse-engineered OnePlus Buds Pro 3 and built a desktop control app from scratch. No official APIs, no tutorials.

Reverse Engineering:

•Captured and analyzed raw Bluetooth traffic from Android logs

•Decoded RFCOMM UIH frames and custom binary packet structure (0xAA prefix)

•Rebuilt handshake flow: HELLO → SUBSCRIBE → REGISTER → NOTIFY → GESTURE_REGISTER

•Prototyped on Linux with BlueZ, ported working logic to Windows Bluetooth stack

Desktop App Features:

•Direct RFCOMM connection with dynamic device selection

•Real-time gesture detection (double/triple tap, long press) and remapping

•ANC mode control (on / transparency / off)

•Battery monitoring for both earbuds and case

•Live RX/TX packet logging and raw command execution

Stack:

•Go backend with raw RFCOMM sockets and custom binary protocol

•Wails v2 + React + TypeScript for glassmorphism UI

•GitHub Actions CI with prebuilt .exe releases

•Event-driven architecture bridging React UI through Wails to Go service layer

Warp-Transducer (ESPnet)

Warp-Transducer (ESPnet)

Maintainer of the warp-transducer fork now used by ESPnet, with cross-platform CUDA support and FastEmit integration. PR merged into main ESPnet repo.

Cross-Platform Support:

•Made warp-transducer work on Native Windows (no longer Linux-only)

•Validated on WSL2, Ubuntu, CentOS, and ARM64 distributions

•Tested on H100 / H200 GPU servers and CI containers

•Identical RNN-T loss values vs the previous fork (numerical equivalence)

CUDA & Build System:

•Modern CMake (≥3.18) and legacy toolchain compatibility

•Dynamic CUDA architecture detection based on toolkit version

•Comprehensive CUDA path validation and OpenMP handling

•Function-based bash install script with graceful error handling

FastEmit & ESPnet Integration:

•Integrated FastEmit for improved latency regularization in RNN-T

•Replaced ESPnet's previous warp-transducer dependency (b-flo fork)

•PR #6187 merged August 2025, approved by maintainers including b-flo

•Active maintainer of ongoing fixes and improvements

iFly

iFly

Safety boundaries and verbosity control for Claude Code. "I'm Feeling Lucky."

Safety Enforcement:

•Blocks destructive operations (force pushes, recursive deletions, sensitive file access)

•Three configurable guard levels: off, project (repo-scoped), strict (adds network blocking)

•PreToolUse hook for advisory checks within Claude's tool flow

•Prevents risky shell commands and dangerous file operations

Verbosity Control:

•Five configurable output modes from "silent" to "caveman"

•Adjustable communication style without token overhead

•Companion CLI for easy configuration management

Configuration:

•Multi-layer configuration: defaults.yaml, global ~/.config/ifly/config.yaml, per-project .ifly.yaml

•Environment variable overrides for flexibility

•Plugin and CLI installation options

•Built in Go for performance and portability

Vagyojaka: ASR Post Editor

Vagyojaka: ASR Post Editor

Interactive ASR post-editor to refine transcripts generated by advanced AI models for Indian native languages.

Performance & Engineering:

•Spearheaded ASR transcript processing optimization, raising system performance by 20%

•Boosted data loading speed 10x with a custom C++ algorithm

•Architected and implemented Git version control integration (libgit2) inside a custom C++ Qt GUI

•Enhanced audio/video processing with FFMPEG and FFTW3 for waveform visualization

•Switches audio devices dynamically without restarting the editor

Workflow & UX:

•Collaborated with the BharatGen team to streamline annotation workflow, boosting efficiency by 50%

•Improved user satisfaction by 30% through feature enhancements based on user feedback

•TTS-Annotation implementation with lazy loading

•Resizable columns and ASR validation crash fixes

•Customizable fonts, configurable speaker/timestamp delimiters

•Marathi and Telugu dictionary support, reduced unwanted logging

Cross-Platform & Reliability:

•Led cross-platform compatibility for Windows, Linux, and macOS (including Apple Silicon)

•CMakeLists fixes for Unix builds (Mac and Linux)

•Doxygen-generated documentation across the codebase

•Log file auto-trimming to 10k lines and memory leak fixes

Used by BharatGen, IIT Bombay, and partner startups (vendors).

Minecraft Mod: The Legend of Zelda

Minecraft Mod: The Legend of Zelda

•Developed and ported a Java 17 mod used by 10,000+ users

•Implemented custom 3D models and advanced gameplay mechanics

Recent Contributions (Oct-Sep 2024):

•Fixed Sea Breeze Boomerang and bomb physics

•WarpbadBlock shape and interaction improvements

•Fixed Iceball and FireBall entity mechanics

•Fixed Hookshot capability and implemented Longshot

•Implemented IceArrow with rendering freeze effect

•Locked Door variations (Boss, Dungeon)

•Implemented Dekustick, Bags, Containers, and Screen systems

•Added Gossip Stone, Fan Block, and Block of Time

•Waypoints with messages and Owl Statue blocks

•BottledEntity fixes and Magic reset on respawn

DataStack

DataStack

Distributed audio data collection and validation platform for Indic ASR datasets, deployed at datastack.ml.

Frontend (React + Redux):

•Modernized legacy React architecture (React 16, Redux, redux-thunk, react-redux-form)

•Browser-based audio recording with inline-worker for off-main-thread WAV processing

•Multi-language UI (Hindi, Marathi, Telugu) with speaker name and instruction prompts

•Dashboard with rank tracking, batch text fetching, and version display

•Google OAuth 2.0 sign-in via passport-google-oauth20

Backend (Node.js + Express + MongoDB):

•REST API across admin, audio, hindiText, ranks, reset, users, and certificate routes

•Switched audio storage from base64 in DB to raw .wav on filesystem (major perf win)

•Streaming audio uploads with multer; randomized filenames for collision safety

•Google Drive integration for archival storage

•JWT + local Passport auth, password reset via nodemailer, rate limiting

•MongoDB Atlas with mongoose schemas for users, audio, certificates

Verification & Certificates:

•Custom certificate generation and verification flow for completed contributors

•Admin tools for transferring audio between speakers and managing access

•File integrity validation across upload pipeline

Docker Client API

Docker Client API

Spring Boot API for managing Docker containers (workers) through the Docker Java API, with statistics tracking and Swagger docs.

API & Performance:

•REST endpoints 50% faster than the official Docker Java client baseline

•Worker controller for container lifecycle (list, inspect, paginate)

•Statistics controller tracking real-time container metrics

•Configurable pagination (variable items-per-page)

Architecture:

•Spring Boot + Hibernate JPA with PostgreSQL persistence

•Elide framework integration for JSON-API responses

•Custom CORS, Swagger, Web Security, and Docker Java configs

•Helper layer separating controller logic from business rules

•ID generator and Datable base entity for audit columns

Tooling:

•Interactive Swagger UI documentation at /swagger-ui/

•Gradle shadowJar build producing single fat JAR

•Lombok-driven boilerplate reduction

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