Expertise / evidence dossier
Research framing, literature synthesis, published student work and reproducible scientific software, with assumptions, verification and open questions documented alongside the results.
Literature synthesis · Numerical verification · Reproducibility · Technical reporting
15 projects · 5 related roles · 8 courses
Relevant work from the public portfolio, with each case study listed once.
Seven months embedded at Siemens Energy Finspång conducting compressible CFD/CHT, high-temperature instrumentation and root-cause analysis for the Pulsatorn dynamic pressure sensor calibration rig.
ANSYS Fluent · CFD/CHT · k-omega SST · NI-DAQ · LabVIEW · Siemens NX
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
Local electricity-investment GUI and shared Pyomo/HiGHS planner, with audited market coverage and 175 extracted public input references. Synthetic and uncalibrated; normalization, price-target decisions and weather conversion still gate historical fitting.
Python · Pyomo · HiGHS · Streamlit · NumPy · pytest
How do radiation approximations affect calculated heat transfer? Published-data fixtures, a discrete-ordinates solver and scientific regression tests. Original work and third-party source retain distinct provenance.
Python · NumPy · SciPy
How do degradation and thermal transients affect a gas turbine? A Make-built educational simulator checked against hand calculations, an analytical transient and repeatable sensor-noise tests. Not commercial-engine validation.
Fortran 2008 · Python · Win32/GDI+
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
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
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
Day-ahead building heating-demand forecasting using weather and temporal features, baseline models and neural networks.
Python · Machine learning · Time series
Post-disaster polygeneration concept for emergency electricity, cooling and water support in a Philippines context.
Polygeneration · Energy access · Scenario design
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
Python assignments covering catastrophic cancellation, numerical differentiation, Laplace stencils, Euler vs RK4 and advection scheme comparison.
Python · Finite difference · RK4 · Advection schemes
Study of wireless charging solutions for portable and automotive environments.
Technology review · Automotive systems · Power-transfer concepts
Final-year interactive robot project combining IRJET control-system/subsystem integration work with the published frame and locomotion design: Raspberry Pi/cloud control, surveillance, SOC indication, steering integration, drivetrain sizing and ANSYS deformation screening.
Raspberry Pi · CAD · ANSYS · BLDC motor controller · Servo control · IRJET manuscript
ANSYS Mechanical load cases, mesh and reaction checks, and reproducible Python result tables. Preliminary linear-elastic screening; not a certified nuclear or pressure-boundary calculation.
ANSYS Mechanical · SpaceClaim · Python
Professional experience, internships and relevant student responsibilities are labelled separately.
Seven months embedded at Siemens Energy Finspang in the Fluid Dynamic Lab. Conducted numerical investigation of steady-state thermo-fluid performance of a reducer geometry for a high-temperature dynamic pressure sensor calibration rig (Pulsatorn). Built compressible CFD and conjugate heat transfer models in ANSYS Fluent (k-omega SST), conducted three-level mesh independence study, and applied Biot number analysis to decompose thermal performance. Identified flow-regime asymmetry between geometry variants (Ma 0.990 near-choked vs Ma 1.006 supersonic vena contracta). Also commissioned NI-DAQ measurement chains, modified LabVIEW VIs, ran independent test campaigns at up to 700 C, and conducted a formal root cause analysis of a heater failure resulting in an approved project scope revision. Used Siemens NX and Teamcenter PLM2020 throughout. Supervisor: Prof. Jens Fridh, KTH. Thesis: TRITA-ITM-EX 2026:14.
ANSYS Fluent · NI-DAQ · LabVIEW · Siemens NX · Teamcenter PLM2020 · Conjugate Heat Transfer · Compressible CFD · Root Cause Analysis
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
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.
Managed meeting minutes, coordinated student convention logistics and supported club administration.
Led Team TRAMS in the SAE India Bicycle Design Competition 2020 through design, analysis, documentation and competition submission.
Master’s programme in heat and power, energy systems and numerical methods. Thesis completed; 115 hp recorded in the May 2026 transcript.
Mechanical engineering foundation with coursework, design competitions and the final-year interactive robot project.
Training records support the work above; they are not substitutes for project evidence. Issuer links are not credential-verification links.
Numerical investigation of the high-temperature reducer, with the documented experimental limitations.
Experimental–numerical questions, methods and proposed directions; not completed research claims.
Control-system integration, frame and locomotion design, with supporting manuscript evidence in the case study.
A thesis, student publication, course assignment and independent research tool carry different levels of review. Research interests are directions for future work, not claims of completed experiments or institutional endorsement.
This dossier groups related public records. It does not imply equal depth across every tool or independent validation of every result. Source case studies remain authoritative; restricted inputs and private documents are not included.
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