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Kiran Raj

@kiranraj3

I’m a data analytics & engineering consultant combining Python, SQL, and ML to build reliable dashboards and data workflows.

Singapore

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What I'm looking for

I’m looking for a role where I can build dependable data pipelines, dashboards, and ML-powered insights—owning production workflows, observability, and continuous improvements while collaborating closely with product and stakeholders.

I help teams turn messy inputs into dependable analytics—building datasets, automations, and dashboards that advisors and stakeholders can trust. At EdgeConnect, I’ve worked on a financial planning platform supporting 500+ client records, SingPass MyInfo-integrated data, and projection-based reporting.

I design database structures and data pipelines with reliability in mind, including 70+ PostgreSQL tables and schemas and analytics-ready dataset transformations for 10+ dashboards. I also build monitoring with Grafana/Prometheus/Loki and validate production data via DBeaver over SSH to improve operational reliability and troubleshooting speed.

Beyond production analytics, I enjoy applying machine learning and data science—like epileptic seizure detection on EEG time-series and yield strength prediction using Python models (Random Forest, XGBoost, ANN, Gaussian Process Regression). My internship background also spans automation and CRM systems (JavaScript/HTML chatbots and virtual agents) and engineering analysis with Python and Abaqus, so I bring both technical depth and practical delivery to every project.

Experience

Work history, roles, and key accomplishments

Current

Data Analytics Consultant

Current

EdgeConnect Pte. Ltd.

Jan 2026 - Present (5 months)

Supported development of a financial planning platform for 500+ client records using SingPass MyInfo data, cashflow forecasts, and retirement planning simulations. Designed and maintained 70+ PostgreSQL tables, built 10+ dashboards, and implemented Redis caching and Grafana/Prometheus/Loki monitoring to improve data retrieval efficiency and backend reliability.

PostgreSQL SQL Data Engineering ETL Redis Power BI Grafana Prometheus Loki DBeaver

Industrial Strategy Intern

EdgeConnect Pte. Ltd.

Jun 2024 - Aug 2024 (2 months)

Assisted the director with strategic planning initiatives for the automotive bearing industry and supported work with a multinational client. Developed APAC marketing strategies and delivered competitor analysis for 10+ competitors, contributing to a 15% increase in lead generation.

Strategic Planning Market Analysis Competitor Research APAC Go To Market Power BI Lead Generation Data Visualization

Software & Business Ops Intern

Octopus8 Pte. Ltd.

Jan 2024 - May 2024 (4 months)

Coded, debugged, and configured 15+ automation systems across business process outsourcing, charity management, and ERP workflows. Built and optimized 10+ dynamic CRM systems and 8+ virtual agents/chatbots, and used SQL to analyze and report leads for 25+ projects while supporting client pitches and account management.

JavaScript HTML CRM Development Chatbot SQL Automation Systems Data Analysis Business Development Client Communication

Engineering Consulting Intern

Aiscor Singapore Pte. Ltd.

Jun 2023 - Aug 2023 (2 months)

Analyzed mechanical test data from 3+ steel pipe specimen types and converted results into actionable visual insights using Excel. Developed Python scripts to assess flaw interactions and reduced analysis time by 20%, and created pipeline models for finite element analysis in Abaqus.

Python Excel Data Visualization Finite Element Analysis Abaqus Performance Optimization

Education

Degrees, certifications, and relevant coursework

University of Edinburgh

Summer Exchange Programme, Sustainable Energy Futures

2024 -

Completed a Summer Exchange programme (Sustainable Futures in Energy) in June–July 2024 covering sustainable energy systems, energy economics, and energy transition challenges. Worked in a team final project analyzing sustainable energy solutions and transition planning using concepts such as energy costing and feasibility.

Nanyang Technological University

Bachelor of Engineering, Mechanical Engineering (Autonomous Systems)

2021 - 2025

Activities and societies: Accenture Engineering Innovation Challenge (EV adoption in Singapore); organised and led Muay Thai sessions with the university sports club; planned and led orientation activities for 500 freshmen, leading a group of 20.

Bachelor of Engineering in Mechanical Engineering with a specialisation in Autonomous Systems. Completed projects including ML-based epileptic seizure detection from EEG time-series data and a framework to predict plain carbon steel yield strength using Python and multiple models.