Srimoneyshankar Ajith

hands-on with |

From architecture to experience.

Thoughtfully engineering every layer in between.

Trivandrum, IN --:--:-- ISTavailable for work

Builder and generalist. CS @ IIIT Kottayam. I go wide across agentic AI, local AI, offensive security, and self-hosted infra, and I ship things that work in the real world, from hackathon-winning AI to tools people install daily. When I'm not building, I'm leading the rooms: Enigma AI/ML Lead, GDG Ops Lead, CTF designer, TEDx organizer.

Book a call Resume

4+: years of experience
20+: projects built
5: communities & teams led

name: Srimoneyshankar Ajith
role: builder / generalist
based: Kerala, India
focus: agentic + local AI

Shipped and running, not sitting in a repo.

OfflineID

NHAI Hackathon 7.0 / Datalake 3.0

Fully offline face recognition + liveness for zero-network zones. Four ONNX models, 9.1MB bundle, ~51ms pipeline on mid-range ARM CPU-only. Two-layer liveness, AES-256-GCM faceprints, raw images never stored.

React Native
TypeScript
ONNX Runtime
ArcFace
SCRFD
FASNet

GitHub ↗

COP

Powerede

Multi-agent LinkedIn content pipeline: calendars, briefs, captions, image/video prompts. Cyclic graph with Instructor + Pydantic structured outputs, HITL approval gates, Docker Compose.

LangGraph
FastAPI
Python 3.12
SQLite
Next.js 16
TypeScript

private build

skillDB

Privacy-first AI resume builder. Local-first (localStorage only), no DB, no tracking. Generates tailored ATS-friendly LaTeX resumes from job descriptions. 6 templates, PDF compile, Overleaf export, Interview Coach.

Next.js
TypeScript
LaTeX
Gemini
OpenAI
Anthropic

Live ↗

ducktype

Monkeytype-quality typing practice, purpose-built for real code. Syntax highlighting, multi-line snippets, IDE mode, WPM tracking.

Next.js
TypeScript
Supabase

Live ↗GitHub ↗

warpclean

File system cleanup CLI published on PyPI. Rule-based cleanup, duplicate detection, date sorting, dry-run preview, undo. Installed and used daily.

Python
CLI
PyPI

PyPI ↗

Homelab / Ouranos

Self-hosted infrastructure. ~30 services across AI, media, storage, infra, monitoring, games on a headless always-on Ubuntu box. Docker Compose, Caddy, Cloudflared, Tailscale overlay, plus CI, gitleaks, SECURITY.md. Routes quantized local models (Qwen, Hermes, Llama).

Docker Compose
Ollama
Open-WebUI
n8n
Caddy
Cloudflared

private build

What I reach for by default, across the whole build.

Languages

Python

primary lang: agents, CLI tools, fine-tuning

My default language for almost everything I build. Agent backends, fine-tuning scripts, and CLI tools I publish to PyPI all run on it. When a problem needs solving fast, I reach for Python first.

Where I've built, led, and stayed on the hook.

AI & Automation Intern

Powerede Software Solutions

Ongoing

▹Engineered and deployed a production multi-agent content orchestration platform using LangGraph and FastAPI; containerized full stack via Docker for VPS deployment.
▹Designed cyclic graph architecture with Instructor + Pydantic for strict structured outputs; integrated live web data fetching for real-time grounding.
▹Implemented persistent state checkpointing for human-in-the-loop approval gates and centralized logging for all prompt iterations and model responses.

Network Security Intern

Cliffguard Cybersecurity

Apr 2025 to Aug 2025

▹Conducted web and network vulnerability assessments with Nmap, Wireshark, Nessus, Metasploit, Burp Suite across TCP/IP traffic, Linux services, access controls.
▹Supported penetration-testing workflows and simulated attack scenarios; documented reproducible evidence, risk ratings, remediation aligned with OWASP Top 10.

Lead

Enigma AI/ML Club, IIIT Kottayam

Mar 2026 to Present

▹Leads campus AI/ML community: technical learning, peer collaboration, applied AI experimentation.
▹Organized an LLM distillation marathon where members fine-tuned Qwen 2.5 8B on synthesized club-lore datasets using Unsloth + QLoRA.

Operations Lead

Google Developer Groups IIIT Kottayam

Sep 2025 to Present

▹Coordinates developer events, workshops, hackathons, meetups, Cloud Jams.
▹Collaborates with organizers, speakers, partners across the campus developer ecosystem.

Core Team

CSY Club IIIT Kottayam

Ongoing

▹Designs CTF challenges across cryptography, OSINT, web, and LLM-based exploitation.
▹Runs QLoRA fine-tuning and offensive-security awareness sessions; architects the club lab environments.

Core Organizer & Volunteer

TEDx IIIT Kottayam

Ongoing

▹Event operations, volunteer coordination, community engagement.

Live numbers, pulled straight from the source.

live

···downloads over PyPI · 3 packages

cgpa

9.90

/ 10.0 at IIIT Kottayam

public reposlive

···

@moneytosms

currently buildinglive

···

latest push

Wins, placements, and the paper to back them.

★National Finalist, AlgoUniversity Tech Fellowship 2025-26

100,000+ applicants

★Amazon ML Summer School 2026

Selected

★2nd Place, Google BitnBuild Hackathon 2024

State Level

★Rajya Puraskar

State-level scouting award presented by the Hon'ble Governor of Kerala

★Finalist, Shaastra 2025 CTF

IIT Madras

★Finalist, Airtribe x Pine Labs Hackathon

Bengaluru

★Finalist, BeachHack Season 7

Christ College of Engineering, Irinjalakuda

CertificationsMachine Learning Specialization, Andrew Ng, CourseraChatGPT Prompt Engineering for Developers, CourseraFundamentals of Java Programming, CourseraPython (Basic), HackerRankIntroduction to Project Management, Coursera

Open to roles, freelance, and the occasional weird idea.

~/business-card

$ reach-me

online

Find me online

moneytosms@gmail.com @moneytosms LinkedIn @srimoney_s @moneytosms LeetCode Codeforces

Srimoneyshankar Ajith

Builder / Generalist

moneytosms@gmail.com

moneytosms.is-a.dev

Trivandrum, Kerala, India

resume.pdf (soon)

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In a system where each state has a non-zero transition probability, the system is ergodic, provided it is irreducible and avoids fixed cycles. While you cannot eliminate risk at any finite step, continuous iterations will inevitably drive the probability of perpetual failure to absolute zero.

The math guarantees the win. You either let the iterations play out, or you quit.