Harsh

Raikwar

I ARCHITECT INTELLIGENCE.

Designing autonomous systems that outlive trends. Where rigorous backend logic meets high-fidelity creative computation.

SYSTEM PHILOSOPHY

I do not write code to solve tickets. I engineer systems to solve classes of problems. My work exists at the intersection of agentic workflows, distributed infrastructure, and immersive interfaces.

Technology is transient; architecture is permanent. I build with the intent of longevity, ensuring that every layer—from the neural network to the pixel—serves a singular, cohesive purpose.

Founder of SugarCode-Z. We are not just a community; we are a culture engine for the next generation of engineers.

#SYSTEMS_THINKING#AGENTIC_ARCHITECT#HIGH_FIDELITY_COMPUTE

Technical Arsenal

CAPABILITY
INDEX

SYSTEM_OVERRIDE

Programming Languages

01
Python
TypeScript
JavaScript
C++
C
SQL
Bash
Go
Rust

AI / ML & Data

02
PyTorch
TensorFlow
OpenCV
HuggingFace
LLMs
LangChain
AutoGen
Pandas
NumPy
Scikit-learn
CUDA

Backend & APIs

03
FastAPI
Flask
Django
Node.js
GraphQL
REST
gRPC
WebSockets
Kafka
Redis

Frontend & UI

04
Next.js
React
Tailwind CSS
Three.js
WebGL
Framer Motion
HTML5
CSS3

Web3 & Blockchain

05
Solidity
Smart Contracts
Ethers.js
IPFS
Hardhat

Databases & Storage

06
PostgreSQL
MongoDB
Pinecone
ChromaDB
SQLite

DevOps, Systems & Tooling

07
Docker
Kubernetes
Git
Linux
CI/CD
AWS
Vercel
Nginx

Non-Technical / Engineering Skills

08
System Design
Architecture Thinking
Technical Writing
Community Building
Mentorship
Debugging

Selected Architectures

BUILT
FOR
SCALE

01 // ARCHITECTURE

Club Management System for SugarCode-Z

Developed a platform with admin and user panels for managing members, attendance, clubs, and events.

PythonFlaskNodeJSTailwind CSSMariaDBAWS
02 // ARCHITECTURE

Sugar-STT-Scraper

Built a tool to extract audio/video and convert speech to structured transcripts.

PythonWhisperBeautifulSoupffmpeg
03 // ARCHITECTURE

Sugar-FlaskWork

Developed a modular Flask framework for building scalable web apps.

PythonFlaskSQLAlchemyREST APIs
04 // ARCHITECTURE

Sugar-PTBar-Gen

Created a customizable PT barcode generator from Python scripts.

PythonRichCLI
05 // ARCHITECTURE

Sugar-SynthYOLO

Built a synthetic dataset generator and trainer for YOLO models.

PythonOpenCVYOLOv5/YOLOv8PIL
06 // ARCHITECTURE

Sugar-WA-Automator

Developed a WhatsApp automation tool for bulk messaging and scheduling.

PythonSeleniumWhatsApp Web
07 // ARCHITECTURE

Sugar-MDtoPDF

Created a Markdown-to-PDF converter with formatting and bulk export.

PythonPandocLaTeXReportLab
08 // ARCHITECTURE

Wish-Web

Built a web platform for creating and sharing wishes.

FlaskHTMLCSSJavaScriptSQLite
09 // ARCHITECTURE

H-edio

Developed a multimedia platform for audio/video editing and playback.

PythonffmpegPyQtSQLite
010 // ARCHITECTURE

Sugar-CF-Creator

Created a Contact file creation script.

PythonCloudflare APIJSON/YAML
011 // ARCHITECTURE

Sugar-PDFBulk-Watermarker

Developed a utility for bulk watermarking and securing PDF files.

PythonPyPDF2ReportLab
012 // ARCHITECTURE

Sugar-Auto_srt

Built an automated subtitle generator producing .srt files from media.

PythonWhisperffmpeg
013 // ARCHITECTURE

Sugarcube08 (Portfolio Repo)

Maintained a personal portfolio repo showcasing projects and utilities.

PythonJavaScriptGitHub ActionsMarkdown

Trajectory

PageUp Software Solution

2025 - 2026

Intern

Engineer scalable full-stack solutions, slashing backend API latency by 40% for high-traffic modules through efficient caching strategies.. Collaborate on architectural decisions to refactor legacy codebases, transforming them into modular microservices that reduced technical debt by 60%..

Fall Fly

Aug 2024 - Aug 2025

E-Com Manager and Tech Staff

Systematized e-commerce logistics by implementing data validation workflows, cutting inventory discrepancies by 25% across multiple channels.. Streamlined order processing utilizing custom Python scripts to accelerate batch fulfillment, saving 15+ manual hours weekly..

STEALTH R&D

2024 - Present

AI Systems Engineer

Architect self-healing ML pipelines with feedback loops that eliminated 90% of human-in-the-loop intervention for routine training.. Deploy production-grade agentic workflows, maximizing prompt engineering efficiency to achieve 99.9% state management reliability..

SugarCode-Z

2023 - Present

Architect & Founder

Designed the technical infrastructure for a peer-to-peer developer network, establishing coding standards adopted by 50+ active contributors.. Construct internal developer tools and orchestration scripts to drive 3x faster content dissemination and community growth..

Empower Talks

April 2023 - June 2023

Video Editor & Visual Production Manager

Managed high-fidelity multimedia rendering pipelines, ensuring asset compression reduced storage costs by 30% without quality loss.. Implemented data-driven content strategies by analyzing SEO metrics, engineering narratives that boosted viewer retention by 35%..

Freelance

2022 - 2023

Full-Stack Engineer

Delivered fault-tolerant web architectures, translating complex business logic into performant code that handled 2x peak load increases.. Developed custom solutions using modern tech stacks, prioritizing clean architecture to ensure long-term maintainability and zero critical bugs..

Transmission End

INITIATE
UPLINK.

System Architect: Harsh Raikwar // SugarCube