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経歴About · Dublin, Ireland
Punith Prabhakar Reddy
Developer and AI engineer with 3+ years shipping production systems across the full stack: Python backends, React frontends, LLM integrations and cloud infrastructure. Currently wrapping up an MSc in Business Analytics at DCU. Looking to join an early-stage team where the work is directly tied to what the company becomes, and owning problems end to end is the norm.
道程CareerHover or tap a card to turn it over
Aug 2020 – Dec 2020Project ManagerBlume Global
Project Manager- Built Python/JavaScript reporting automation tools for supply chain analytics.
- Created custom Jira dashboards for executive visibility into project delivery.
Feb 2021 – Jun 2022Product Analytics EngineerCultivo.io
Product Analytics Engineer- Automated reporting pipelines for product and operations teams.
- Built React/JavaScript dashboards for real-time product metrics and operational insights.
Jul 2022 – Jun 2023Technology Business Management AnalystRalph Lauren
Technology Business Management Analyst- Built Python ETL pipelines and Power BI dashboards tracking IT spend across business units.
- Identified €2M+ in budget variances through automated financial analysis.
- Automated software licence integrations, reducing costs by ~25%.
Jul 2023 – Jun 2024DevOps & Automation EngineerRalph Lauren
DevOps & Automation Engineer- Built self-service automation apps used by 6,000+ employees across the organisation.
- Implemented ML anomaly detection in real-time dashboards, surfacing $500K+ in operational savings.
- Automated user lifecycle and access management workflows.
- Developed TypeScript REST API integrations with enterprise identity platforms.
Jul 2024 – Aug 2025DevOps & Automation SpecialistRalph Lauren
DevOps & Automation Specialist- Built RLGPT, an enterprise LLM assistant on AKS (Python/FastAPI + React) serving 9,000+ employees with embedding-based semantic search.
- Developed Terraform IaC modules cutting cloud provisioning time by ~72%.
Jan 2026 – nowAI Research Assistant (part-time)DCU Business School
AI Research Assistant (part-time)- Working under Prof. Theo Lynn (Dean) on applied AI research projects.
- Building GCP data pipelines on BuiltWith datasets for large-scale web technology analysis.
- Developing Meta API integration for influencer data ingestion and analysis.
- Building classification models for detecting corruption signals in social media data.
学Education
MSc Business Analytics
Dublin City University, Sep 2025 – now.
Machine learning, cloud computing, statistical modelling, algorithm design.
言葉Languages
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連絡Get in touch
技Tools I use
言語Languages
PythonJavaScriptTypeScriptSQLBashGo
表Frontend
ReactNext.jsReduxViteFramer MotionTailwind CSSHTMLCSS
裏Backend
FastAPIFlaskDjangogRPCNode.jsGraphQLKafkaGin/FiberRabbitMQRedisREST APIs
知AI & LLM
AnthropicOpenAIOllamaLangChainVector DBRAGspaCyEmbeddingsML PipelinesComputer Vision
雲Cloud & DevOps
AWSAzureDockerHelmKubernetesTerraformPrometheusGrafanaDatadogCI/CDGitHub Actions
蔵Databases
PostgreSQLMongoDBDynamoDBBigQuerySnowflakeElasticsearch
道具Tools
GitJiraPower BIDataikuPostmanFigmaLinear