$ cat about.md

~/about

Mrinall Samal

Full-Stack · AI/ML · Linux Systems Developer

I build production systems used by real people. iters.live became my campus's primary platform within a semester; Amma Odisha lets Bhubaneswar citizens report civic issues and see exactly who is accountable. Not demos — maintained, monitored, live.

Comfortable across the full stack: React/Next.js frontends, Node.js/PostgreSQL/Redis backends, TensorFlow/PyTorch pipelines, Linux kernel/ACPI interfaces, and Rust systems programming.

Interned at Wipro as a Software Engineer (AI/ML) in my first year of B.Tech — built production AI/ML pipelines for Fortune 500 clients (Mar–Sep 2025).

education → B.Tech CSE · Siksha 'O' Anusandhan University · 2024–2028

cgpa → 9.54 / 10

location → Bhubaneswar, Odisha, India

Get in Touch

Why work with me?

Real production impact

The numbers in the hero aren't marketing copy — they're systems I operate. When something breaks at 2am, I'm the one who fixes it. That operational instinct comes built-in.

Full-stack breadth

Frontend → backend → AI/ML pipelines → cloud infra → distributed systems design → Linux system programming. I contribute across the stack without needing hand-holding.

Proven competitive record

Ranked 6th nationally in the IIT Bombay Geo AI Challenge. EY Business Case Finalist. MumbaiHacks, Adobe International, and National Hackathon finalist. GCP Diamond (top 1% globally).

Open source & community

Linux ASUS Armoury Crate tool, AI Framework in Rust — built for real Linux users and developers globally. Led university coding club.

open-to: Full-Stack · AI/ML · Backend · SWE · Remote / Bhubaneswar

$ cat experience.log

Software Engineer Intern — AI/ML

Wipro

Mar 2025 – Sep 2025
(part-time, remote — alongside first-year coursework)

Built production TensorFlow and PyTorch ML pipelines for Fortune 500 enterprise clients — end-to-end from heterogeneous data ingestion and feature engineering through distributed model training and REST inference serving; worked across NLP classification (document tagging, entity extraction) and tabular regression domains.
Optimised deployed models for production SLAs via INT8 quantisation and batched inference; automated weekly dataset-refresh and retraining schedules to keep models accurate on live client data, reducing manual ops overhead.
Owned full pipeline stages in a distributed Wipro engineering team — raw ETL through to serving API; shipped production ML features against hard client deadlines with zero rollbacks, part-time and remote alongside first-year B.Tech coursework.

$ git log --achievements

Software Engineer Intern — AI/ML, Wipro

Mar 2025 – Sep 2025 · Remote

Production AI/ML pipelines for Fortune 500 clients

EY Business Case Competition Finalist

Dec 2025

Finalist among 500+ elite teams

National Geo AI Competition — Rank 6

Dec 2024 · IIT Bombay

6th nationally in AI/geospatial ML challenge

MumbaiHacks 2025 Finalist

Nov 2025

India's biggest student hackathon

National Indian Hackathon — 5th Place

2024

Top 5 among 500+ teams nationally

Adobe International Hackathon Finalist

2024

International-stage finalist

Google Cloud Platform — Diamond Rank

2024

Top 1% globally on Google Cloud Skills Boost

Development Lead — Codex Coding Club

SOA/ITER University

Led university-level developer community

$ cat tech-stack.json

tech-stack.json

{

"languages": [

"Java",

"Python",

"Rust",

"TypeScript",

"JavaScript",

"SQL",

"Bash",

"C++"

],

"frontend": [

"Next.js",

"React",

"Tailwind CSS",

"Framer Motion"

],

"backend": [

"Node.js",

"Express.js",

"REST APIs",

"WebSocket",

"JWT/RBAC"

],

"databases": [

"PostgreSQL",

"Redis",

"MongoDB"

],

"ai_ml": [

"TensorFlow",

"PyTorch",

"Scikit-learn",

"OpenCV",

"Hugging Face",

"NLP"

],

"systems": [

"Linux",

"ACPI/WMI",

"DBus",

"Docker",

"Nginx"

],

"cloud": [

"Google Cloud Platform",

"AWS",

"Vercel",

"GitHub Actions"

],

}

used-in.map

// where skills appear in production

TypeScript→iters.live · Amma Odisha · mrinall.dev

JavaScript→Hackathon Monitor · iters.live

PostgreSQL→iters.live · Amma Odisha

Redis→iters.live

WebSocket→iters.live

Rust→AI Framework (Rust) · ASUS Linux Tool

ACPI/WMI→ASUS Armoury Crate for Linux

Maps API→Amma Odisha

TensorFlow→Wipro AI/ML pipelines

PyTorch→Wipro AI/ML pipelines

Docker→iters.live

Next.js→iters.live · Amma Odisha

Python→Wipro AI/ML pipelines

Languages

JavaPythonRustTypeScriptJavaScriptSQLBashC++

Frontend/Backend

Next.jsReactTailwind CSSFramer MotionNode.jsExpress.jsREST APIsWebSocketJWT/RBAC

AI / ML

TensorFlowPyTorchScikit-learnOpenCVHugging FaceNLP

Cloud / DevOps

Google Cloud PlatformAWSVercelGitHub Actions

Databases

PostgreSQLRedisMongoDB

Systems / Linux

LinuxACPI/WMIDBusDockerNginx

$ git log --proof-of-work

Proof of Work

Production systems and open-source tools — built for real users, measured by real impact. Not demos. Ships with metrics.

4 deployments · all categories · +2 minor

deploy: iters.live

PRODFEATURED

iters.live — All-in-One College Platform

12,000+ students. 100K+ daily API requests. 99.9% uptime.

A production-grade college management platform serving 12K+ active students at SOA/ITER. Replaces scattered WhatsApp groups with a single hub for events, attendance, timetable, notes, PYQs, and AI-powered grade analytics. Source code is private to protect student personal data — architecture deep-dive available on request.

highlights

12K+ active users100K+ daily API requests99.9% uptimeSub-200ms response

role: Sole developer & maintainer · date: November 2024

// problem

Students had no single platform — everything was fragmented across dozens of WhatsApp groups and manual processes.

// impact

Adopted as the primary campus platform within one semester. Redis caching cut database load by ~70% (measured via pg_stat_statements), keeping responses under 200ms at peak — run and operated by one person alongside a full course load.

Request architecture deep-dive →

Next.jsNode.jsPostgreSQLRedisWebSocketJWT/RBACDocker

November 2024

deploy: iters.live

PRODFEATURED

iters.live — All-in-One College Platform

12,000+ students. 100K+ daily API requests. 99.9% uptime.

A production-grade college management platform serving 12K+ active students at SOA/ITER. Replaces scattered WhatsApp groups with a single hub for events, attendance, timetable, notes, PYQs, and AI-powered grade analytics. Source code is private to protect student personal data — architecture deep-dive available on request.

highlights

12K+ active users100K+ daily API requests99.9% uptimeSub-200ms response

role: Sole developer & maintainer · date: November 2024

// problem

Students had no single platform — everything was fragmented across dozens of WhatsApp groups and manual processes.

// impact

Adopted as the primary campus platform within one semester. Redis caching cut database load by ~70% (measured via pg_stat_statements), keeping responses under 200ms at peak — run and operated by one person alongside a full course load.

Request architecture deep-dive →

Next.jsNode.jsPostgreSQLRedisWebSocketJWT/RBACDocker

deploy: amma-odisha

LIVEFEATURED

Amma Odisha — Civic Issue Reporting Platform

Ward mapping, public issue reporting, and local governance transparency.

A civic-tech platform for Bhubaneswar/Odisha citizens to report public issues, view ward-representative data, and track resolution. Features admin workflows, a ward mapping system with Maps API integration, and a clean public dashboard.

highlights

All Bhubaneswar wards mappedLive at ammaodisha.mePublic issue trackingAdmin moderation workflow

role: Full-stack developer · date: January 2026

// problem

Citizens had no easy channel to report civic issues or understand local ward-level governance and representative data.

// impact

Citizens can file an issue against their actual ward and see who represents them — resolution status is public, so follow-up no longer depends on knowing the right office. Admins triage through a dedicated moderation workflow. PostgreSQL + Next.js App Router deployed on Vercel; ward-boundary data loaded from a GeoJSON dataset into PostGIS.

Request architecture deep-dive →

Next.jsNode.jsPostgreSQLMaps APITailwind CSS

January 2026

deploy: amma-odisha

LIVEFEATURED

Amma Odisha — Civic Issue Reporting Platform

Ward mapping, public issue reporting, and local governance transparency.

A civic-tech platform for Bhubaneswar/Odisha citizens to report public issues, view ward-representative data, and track resolution. Features admin workflows, a ward mapping system with Maps API integration, and a clean public dashboard.

highlights

All Bhubaneswar wards mappedLive at ammaodisha.mePublic issue trackingAdmin moderation workflow

role: Full-stack developer · date: January 2026

// problem

Citizens had no easy channel to report civic issues or understand local ward-level governance and representative data.

// impact

Citizens can file an issue against their actual ward and see who represents them — resolution status is public, so follow-up no longer depends on knowing the right office. Admins triage through a dedicated moderation workflow. PostgreSQL + Next.js App Router deployed on Vercel; ward-boundary data loaded from a GeoJSON dataset into PostGIS.

Request architecture deep-dive →

Next.jsNode.jsPostgreSQLMaps APITailwind CSS

deploy: ai-framework-using-rust

OPEN SOURCEFEATURED

AI Framework using Rust

Memory-safe, high-performance AI orchestration from scratch.

An open-source AI-native web framework built in Rust — covering HTTP routing, LLM provider abstraction, vector storage, agent orchestration, semantic caching, and Python bindings via PyO3. Designed for production reliability and zero-cost abstractions.

highlights

OpenAI · Anthropic provider adaptersAsync vector storageAgent orchestrationPyO3 Python bindings

role: Sole author · date: June 2024

// problem

Existing Python AI frameworks sacrifice performance and memory safety. Rust brings both with no compromise.

// impact

Open-source Rust AI framework with OpenAI/Anthropic provider abstraction, async vector storage, and agent orchestration — built from scratch to eliminate the memory-unsafety trade-offs of Python AI stacks. PyO3 bindings let existing ML teams adopt incrementally without a full rewrite.

RustPyO3TokioHTTPLLM APIsVector DB

June 2024

deploy: ai-framework-using-rust

OPEN SOURCEFEATURED

AI Framework using Rust

Memory-safe, high-performance AI orchestration from scratch.

An open-source AI-native web framework built in Rust — covering HTTP routing, LLM provider abstraction, vector storage, agent orchestration, semantic caching, and Python bindings via PyO3. Designed for production reliability and zero-cost abstractions.

highlights

OpenAI · Anthropic provider adaptersAsync vector storageAgent orchestrationPyO3 Python bindings

role: Sole author · date: June 2024

// problem

Existing Python AI frameworks sacrifice performance and memory safety. Rust brings both with no compromise.

// impact

Open-source Rust AI framework with OpenAI/Anthropic provider abstraction, async vector storage, and agent orchestration — built from scratch to eliminate the memory-unsafety trade-offs of Python AI stacks. PyO3 bindings let existing ML teams adopt incrementally without a full rewrite.

RustPyO3TokioHTTPLLM APIsVector DB

deploy: asus-armoury-crate-for-linux

SHIPPED

ASUS Armoury Crate for Linux

Linux hardware control for ASUS laptops — fan curves, RGB, performance modes.

An open-source Linux port of ASUS Armoury Crate. Exposes kernel/ACPI/WMI interfaces to control fan speed curves, RGB lighting, and performance profiles — all without Windows. Targets ASUS ROG and TUF laptops running Linux kernel 6.1+.

highlights

Fan curve controlRGB lightingPerformance modesTested: ROG Zephyrus · Linux 6.1+

role: Open-source author · date: August 2024

RustLinux kernelACPIWMIDBusSystem Programming

August 2024

deploy: asus-armoury-crate-for-linux

SHIPPED

ASUS Armoury Crate for Linux

Linux hardware control for ASUS laptops — fan curves, RGB, performance modes.

An open-source Linux port of ASUS Armoury Crate. Exposes kernel/ACPI/WMI interfaces to control fan speed curves, RGB lighting, and performance profiles — all without Windows. Targets ASUS ROG and TUF laptops running Linux kernel 6.1+.

highlights

Fan curve controlRGB lightingPerformance modesTested: ROG Zephyrus · Linux 6.1+

role: Open-source author · date: August 2024

RustLinux kernelACPIWMIDBusSystem Programming

$ cat resume.md

Download Resume

One page. Updated Jun 2026. Everything you need to make the hire decision.

Mrinall_Samal_Resume.pdf

READYUpdated Jun 2026

format

PDF

updated

Jun 2026

target

SWE / AI-ML

focus

Full-Stack

Academic Excellence

CGPA 9.54 / 10 · SOA/ITER · B.Tech CSE

Wipro AI/ML Internship

Software Engineer Intern (AI/ML) · Mar–Sep 2025 · Remote

Hackathon Track Record

EY Finalist · MumbaiHacks · Adobe · Geo AI Rank 6

GCP Diamond Rank

Top 1% globally · Google Cloud Skills Boost

Production Impact

12K+ users · 100K+ daily API requests · 99.9% uptime

Download Resume PDFLinkedIn

samalmrinall9@gmail.com · PDF · Focus: Full-Stack · AI/ML · Backend SWE

$ cd ~/contact

Get In Touch

Available for internships and SWE roles now. Response within 24 hours on business days.

Let's Connect

I'm actively looking for full-stack, AI/ML, and backend SWE roles. Remote or Bhubaneswar-based.

Bhubaneswar, Odisha, India

samalmrinall9@gmail.com

GitHub

@MrinallSamal-byte

Mrinall Samal

Email

samalmrinall9@gmail.com

LeetCode

@MrinallSamal · 438 solved

Google Cloud

Diamond Rank · top 1%

I build full-stack & AI systems used by 12,000+ people.

~/about

Mrinall Samal

Why work with me?

$ cat experience.log

Software Engineer Intern — AI/ML

$ git log --achievements

Software Engineer Intern — AI/ML, Wipro

EY Business Case Competition Finalist

National Geo AI Competition — Rank 6

MumbaiHacks 2025 Finalist

National Indian Hackathon — 5th Place

Adobe International Hackathon Finalist

Google Cloud Platform — Diamond Rank

Development Lead — Codex Coding Club

$ cat tech-stack.json

Proof of Work

iters.live — All-in-One College Platform

iters.live — All-in-One College Platform

Amma Odisha — Civic Issue Reporting Platform

Amma Odisha — Civic Issue Reporting Platform

AI Framework using Rust

AI Framework using Rust

ASUS Armoury Crate for Linux

ASUS Armoury Crate for Linux

Download Resume

Academic Excellence

Wipro AI/ML Internship

Hackathon Track Record

GCP Diamond Rank

Production Impact

Get In Touch

Let's Connect