Projects & studies
Relevant work from the public portfolio, with each case study listed once.
Independent project · 2026 · Independent educational research software
An open-source two-boiler steam-and-power twin with a carbon-aware Pyomo/HiGHS scheduler, OpenModelica FMI 2.0 simulation and a local Streamlit advisory GUI. Synthetic and uncalibrated; not an ABB product or live control system.
Python · Modelica · Pyomo · HiGHS · FMI/FMPy · Streamlit · pytest
Internship methodology · Dec 2024 - Jun 2025 · Alleima
Industrial energy performance methodology covering KPI/EnPI design, metering readiness, load-driver logic, deviation detection and regulatory comparison for decarbonization decisions.
Python · ISO 50001 · EU EED · Excel
Independent project · Portfolio project
How does energy use change with production? Baseline normalisation and residual diagnostics checked against known-linear data, with explicit missing-meter handling. Alerts are not root-cause diagnoses.
Python · Streamlit · Excel · PDF reporting
Independent project · Portfolio project
How do fuel activity and allowance-price assumptions affect exposure? Tested Scope 1 calculations with contextual Scope 2 reporting and transparent demonstration factors. Not compliance advice.
Streamlit · Excel · Python · EU ETS
Academic project · KTH Royal Institute of Technology
IDA ICE, HOMER Pro and Excel modelling for Valo Finland's Hylkysaari smart sustainable tourism concept, comparing energy demand reduction, renewable supply and waste-heat recovery pathways.
IDA ICE · HOMER Pro · Heat Pumps · Building Energy
Academic project · KTH Royal Institute of Technology
Comparative assessment of district heating, solar PV with heat pump, solar PV with electric boiler, and solar thermal with thermal storage for residential heat supply.
IDA ICE · SAM · Heat Pumps · Techno-Economic
Academic project · KTH Royal Institute of Technology
Structured analysis of Germany's energy transition pathways using LEAP modelling tool, evaluating electricity cost and carbon implications across technology scenarios.
LEAP · Energy Policy · Energy Transition · Scenario Analysis
Independent project · Portfolio project
Multi-asset heat dispatch optimisation with CHP, heat pumps, biomass/geothermal assets, outages, CO2 and electricity-price coupling.
PuLP · HiGHS · Python · MILP
Independent project · Portfolio project
Electricity, hydrogen and heat dispatch (Pyomo/HiGHS) on a real fetched year of ERA5 wind, with independent verification on every run and an interactive Streamlit GUI.
Pyomo · HiGHS · Python · Streamlit · Hydrogen
Academic project · 2025 · KTH coursework
IDA ICE building energy simulation comparing supply-system alternatives, demand behaviour and performance implications for a built-environment assignment.
IDA ICE · Building energy · Supply systems · Energy simulation
Academic project · 2025 · KTH coursework
Waste-to-energy assignment work comparing municipal solid waste handling, segregation and energy-recovery concepts for Kozhikode and Delhi.
Waste-to-energy · MSW · Energy recovery
Work & related roles
Professional experience, internships and relevant student responsibilities are labelled separately.
Internship · Dec 2024 - Jun 2025
Developed and independently validated a quantitative methodology for industrial energy performance mapping, covering KPI/EnPI design, load-driver logic, metering-gap assessment, deviation detection from noisy operational data and regulatory comparison. The work was desk-based method development and decision-support framing rather than hands-on plant execution, with electrical utilities and compressed air treated as relevant electrification pathways. Proprietary site detail is not republished.
Python · ISO 50001 · EU EED · KPI/EnPI Design · Energy Performance Mapping · Industrial Energy Analysis · Structured Reporting
Part-time · Feb 2024 - Jun 2024
Contributed to KTH plastic pyrolysis research by reviewing reactor concepts and cost-analysis drivers for oil extraction from polymer waste, supporting early-stage technical and economic feasibility evaluation.
Education & coursework
Academic foundation · 2023–2026 · KTH Royal Institute of Technology
Master’s programme in heat and power, energy systems and numerical methods. Thesis completed; 115 hp recorded in the May 2026 transcript.
Exchange elective · 2024 · Aalto University / Unite! Virtual Exchange
Credited exchange elective covering lifecycle and circular-economy perspectives on energy storage; not a separate degree.
Academic foundation · 2017–2021 · College of Engineering Perumon / APJ Abdul Kalam Technological University
Mechanical engineering foundation with coursework, design competitions and the final-year interactive robot project.
Relevant courses
- MJ2426Applied Heat and Power TechnologyKTH Royal Institute of Technology
- AAE-E3121Circular Economy for Energy StorageAalto University
- MJ2511Energy ManagementKTH Royal Institute of Technology
- MJ2508Energy Systems for Sustainable DevelopmentKTH Royal Institute of Technology
- MJ2411Renewable Energy TechnologyKTH Royal Institute of Technology
- MJ2405Sustainable Power GenerationKTH Royal Institute of Technology
- ME403Advanced Energy EngineeringAPJ Abdul Kalam Technological University
- CE482Environmental Impact AssessmentAPJ Abdul Kalam Technological University
- ME404Industrial EngineeringAPJ Abdul Kalam Technological University
- BE103Introduction to Sustainable EngineeringAPJ Abdul Kalam Technological University
- ME376Maintenance EngineeringAPJ Abdul Kalam Technological University
Full course descriptions and project connections