Available for senior roles · Dublin, Ireland

Hridesh
Roshan Mund

// Product Engineer & Backend Systems

I build AI-powered products, autonomous backend systems, and data pipelines that scale. From architecting ETL infrastructure at Merck to shipping agentic trading systems and developer tooling — I bridge the gap between product thinking and deep engineering execution.

0+
Years experience
0+
Projects shipped
0
Degrees
Say hello → View work
hridesh@hrm.dev ~ zsh
❯ ~/hridesh cat engineer.json
{
  "name": "Hridesh Roshan Mund",
  "title": "Product & Backend Engineer",
  "location": "Dublin, IE 🇮🇪",
  "specialisms": [
    "Agentic AI systems",
    "FastAPI / Python backends",
    "ETL pipelines at scale"
  ],
  "msc": "Data Analytics, DBS 2025",
  "open_to": "Senior roles + freelance"
}
❯ ~/hridesh
Selected work

Projects

01 / AI Systems
↗
Autonomous AI Forex Trader
Full-autopilot Claude-powered swing trading agent for EUR/USD & GBP/USD on OANDA live markets. Multi-timeframe analysis, live news sentiment ingestion, ATR-based dynamic risk sizing, 2% daily drawdown kill switch, and real-time Telegram alerts for every AI decision.
Claude API Python FastAPI OANDA Telegram Agentic AI
02 / Developer Tooling
↗
ATS Tailor — AI Resume Engine
Browser-based AI product that scores resumes against job descriptions, generates tailored cover letters, tracks applications across stages, and runs mock interviews. Single-file deployment, zero backend required. Built to solve a real problem in the Dublin job market.
Claude API HTML/JS ATS Scoring NLP Product
03 / Automation
↗
Job Search Automation Pipeline
End-to-end n8n + FastAPI pipeline that scrapes Indeed IE, LinkedIn, and IrishJobs, scores listings with Claude AI, logs to Google Sheets, and delivers daily digests and push notifications. Solved a 401 auth issue in production and iterated to a robust multi-source system.
n8n FastAPI PostgreSQL Docker Claude API
04 / Data Engineering
↗
Enterprise ETL at Merck
Designed and maintained production-scale data pipelines processing millions of records daily across AWS infrastructure. Built incremental load strategies, automated data quality checks, and monitoring dashboards that cut pipeline failures by 40% across the data team.
AWS Python PostgreSQL ETL Airflow
Technical

Stack

Languages
Python SQL JavaScript Bash
AI & Agents
Claude API Agentic AI LangChain Anthropic SDK
Backend
FastAPI REST APIs PostgreSQL n8n
Cloud & Infra
AWS Docker S3 Lambda
Data
ETL Pipelines Pandas Data Modelling Analytics
Product
System Design API Design Agile Technical PM
Career

Experience

Senior AI & Backend Engineer
2024 – Present
Independent / Freelance · Dublin, Ireland
  • Architected and shipped a fully autonomous Claude-powered forex trading system with real-money OANDA integration, ATR risk management, and Telegram-based monitoring
  • Built ATS Tailor — an AI-powered resume optimisation product using Claude API, serving job seekers in the Dublin market
  • Designed multi-source job scraping pipeline (Indeed IE, LinkedIn, IrishJobs) with FastAPI backend, PostgreSQL storage, and n8n orchestration
  • Completing MSc Data Analytics at Dublin Business School, deepening expertise in statistical modelling and ML systems
Data Engineer
2022 – 2024
Merck · India
  • Designed and maintained production ETL pipelines processing millions of pharma records daily across AWS infrastructure (S3, Lambda, RDS)
  • Implemented incremental load strategies and automated data quality checks, reducing pipeline failure rate by 40%
  • Built monitoring dashboards and alerting systems that gave the data team real-time visibility into pipeline health
  • Collaborated with data scientists and product teams to translate business requirements into robust data architecture
Backend Systems Engineer
2020 – 2022
Randstad India · India
  • Developed and maintained Python-based backend services and REST APIs supporting core business operations
  • Optimised database queries and schema design across PostgreSQL, improving query performance by 30%
  • Built automated reporting pipelines that eliminated 15+ hours of manual data processing per week
  • Contributed to system design decisions and participated in architecture reviews across engineering team
Education

Academic Background

2024 – 2025
MSc Data Analytics
Dublin Business School
Dublin, Ireland
2022 – 2024
MBA
Manipal University
India (Online)
2019 – 2021
BSc Biotechnology
Utkal University
India
Let's connect
Open to opportunities
Building something
ambitious?

I'm actively looking for senior Product Engineer and Backend Engineer roles in Dublin, with a focus on agentic AI and enterprise software. I'm also open to freelance engagements in ETL, FastAPI systems, and AI tooling. If what you're building is interesting, I want to hear about it.

hrideshmund@gmail.com linkedin.com/in/hridesh-mund github.com/hridesh16