CV / In-depth

Kiran Pal Singh

Data Scientist | AI Engineer | Cloud Architect | Software Engineer | Founder - KsCode

Hasselt, Belgium|VAT: BE 0802.423.986|[email protected]

Profile

Client view

I build production-grade AI and software systems that reduce decision latency and operational cost. I operate end-to-end: problem framing, architecture, implementation, deployment, and business alignment.

Quick facts

FoundedKsCode (2019)
LocationHasselt, Belgium
AvailabilityContract, fractional, advisory
VATBE 0802.423.986

20+

Production systems shipped

4

Domains: health, energy, finance, startups

End-to-end

Architecture through deployment

Core Expertise

Outcome-first tracks to reduce decision latency

Data Science & Machine Learning (classical ML, deep learning, LLMs)

MLOps / LLMOps / Platform Engineering

Cloud Architecture (AWS, Azure)

Software Engineering (backend, APIs, microservices)

Data Engineering (pipelines, orchestration, warehousing)

Cybersecurity & Networking

System & Solution Architecture

DevOps & Infrastructure as Code

Technical Skills

Clickable chips to scan depth quickly

Programming

Python
C#
C++
Java
JavaScript
SQL

Machine Learning & AI

Scikit-learn
PyTorch
Hugging Face
LLMs (GPT-4, LLaMA, Mistral, Mixtral)
Recommender systems
Statistical ML
Prompt engineering
Evaluation
Human-in-the-loop systems

Data Engineering

DBT
Airflow
Dagster
PySpark
Pandas
Databricks
Synapse
Data catalogs
ETL/ELT

Cloud & DevOps

AWS
Azure
Terraform
Bicep
Ansible
CI/CD (Azure DevOps, GitHub Actions, Jenkins)
Docker
Kubernetes
Proxmox

Backend & APIs

FastAPI
ASP.NET
C# APIs
Microservices
API testing
Authentication

Databases

PostgreSQL
MariaDB
NoSQL
Data modeling
Performance optimization

Security & Networking

Firewalls
VPN (WireGuard)
DNS
DDoS protection
Cloudflare
IAM
Penetration testing fundamentals
CTF experience

Monitoring & Ops

Grafana
Prometheus
Observability and reliability engineering

Professional Experience

Architecture + execution across healthcare, energy, finance, startups

Data Scientist / AI Engineer

CM - Christelijke Mutualiteit - Brussels, Belgium

Feb 2025 - Present (Contract)

  • Architecting and building a large-scale health management platform.
  • Designed recommender engines and LLM-enabled components.
  • Implemented MLOps pipelines and data orchestration.
  • Balanced delivery speed with long-term system robustness.
AWS
Terraform
DBT
Airflow
Dagster
FastAPI
LLMs
CI/CD

Data Scientist & Data Engineer

AE - Hybrid

Sep 2024 - Present (Full-time)

  • Applied data science and algorithmic methods to business and trading problems.
  • Built analytical pipelines and production ML workflows.

Founder / Consultant

KsCode - Belgium

2019 - Present

  • Delivered data-driven and software solutions for startups and enterprises.
  • Led architecture, development, and deployment of ML and cloud systems.
  • Key projects include healthcare platforms, LLM assistants, energy systems, and automation tools.

Full-Stack Data Scientist

Comfort Energy Group - Belgium

Sep 2024 - Feb 2025 (Contract)

  • Built revenue-driven AI products.
  • Project owner for PriceMonitor.
  • Designed Azure-based ML and data platforms.
  • Delivered BI, predictive models, and automation.
Azure ML
Azure DevOps
Synapse
DBT
Power BI
Azure OpenAI

Cloud AI Architect / AI Engineer

Dillen Technologies - On-site

Jul 2024 - Sep 2024 (Freelance)

  • Designed and delivered an LLM knowledge chat assistant.
  • Built C# APIs and integrated microservices.
  • Implemented LLMOps and CI/CD pipelines.

R&D Machine Learning Research Engineer

Jessa Hospital / UHasselt

Nov 2023 - Mar 2024

  • Research on LLM usage in medical research.
  • Evaluated closed and open-source models on HPC infrastructure.
  • Built human-in-the-loop dashboards.
GPT-4
LLaMA
Mistral
PyTorch
Hugging Face
Streamlit
HPC

Software Architect / Software Engineer

VONKT (Startup)

Oct 2023 - Mar 2024

  • Developed energy-sharing platform MVPs.
  • Built backend APIs, dashboards, and automation workflows.
  • Supported ideation, planning, and microservice architecture.

Data Scientist & MLOps Engineer

Agrippa (Startup)

Jul 2023 - Sep 2023

  • Built end-to-end AI pipeline for water leakage detection.
  • Delivered ML models, dashboards, and infrastructure automation.

Software Engineer / Cloud Engineer

Dillen Technologies

Jul 2022 - Sep 2023

  • Azure cloud architecture and backend development.
  • IoT systems, CI/CD, infrastructure automation.

Researcher Software Engineer (Web 3.0)

VITO / UHasselt

Sep 2021 - Jun 2022

  • Research on ontologies and Solid Pods for decentralized data and privacy.

Java Application Developer (Internship)

Elision

Jan 2019 - Jun 2019

  • Java/Spring application for organizational knowledge sharing.

Selected Projects

Health Management Platform

Outcome-focused

Large-scale ML and recommender system.

AWS, Big Data, Terraform

LLM Knowledge Chat Assistant

Outcome-focused

Enterprise chatbot with Azure AI and microservices.

Azure AI, Microservices

Water Leakage Detection

Outcome-focused

End-to-end ML pipeline with MLOps and dashboards.

IoT, MLOps

Energy Sharing Platform

Outcome-focused

Peer-to-peer energy ecosystem using microservices.

Distributed systems, Automation

PriceMonitor

Outcome-focused

AI-driven pricing optimization system.

Pricing, Forecasting

Shopify Data Automation

Outcome-focused

Automated ETL for unstructured Excel data.

ETL, Automation

Achievements

  • Top 10 Algorithmic Minds in Belgium - Vlaamse Programmeerwedstrijd 2022
  • Top 10% - Belgium Cybersecurity CTF Finals (282 teams)
  • Supported startup funding through rapid prototype delivery

Education

Master of Science in Computer Science

Specialization: Data Science, AI, Systems Engineering

Competitive programming and CTF cybersecurity background

Additional

  • Open-source contributor
  • TEDxUHasselt Event Organizer (2019-2024)
  • Languages: English (fluent)

Additional Professional Skills