Geochemistry PhD · Software Implementation

Karim Lakhani, PhD

Senior Forward Deployed Scientist at Albert Invent

I spent my PhD reconstructing ancient oceans using geochemistry and statistical methods – now I help R&D scientists implement Albert OS, a software platform designed to enhance R&D workflows and identify their next innovations.

About me

I'm a geochemistry Ph.D. graduate from the School of Earth and Atmospheric Sciences at Georgia Tech. My research used planktonic foraminiferal geochemistry to reconstruct ocean density and surface winds on glacial timescales – understanding how the ocean-atmosphere system has changed in the geologic past is vital for projecting how it will respond to anthropogenic forcing.

I tackled this problem with statistical modeling and data science techniques, compiling isotope data from existing sources and generating new data from coretop and Last Glacial Maximum sediments.

Since then, my work has been at the intersection of software and the people relying on it. At Epic, I helped medical records teams keep patient records accurate and running smoothly across entire hospital networks. Today, as a Senior Forward Deployed Scientist at Albert Invent, I embed with R&D organizations to translate their scientific workflows into a platform they actually use – owning complex enterprise implementations end to end, stepping into engineering, scientific, and engagement roles as needed.

Karim Lakhani at his Georgia Tech PhD graduation

The path so far

From chemical engineering to environmental science to enterprise software implementation.

PhD research

Three connected threads from my dissertation work at Georgia Tech, using planktonic foraminifera to reconstruct ocean structure during the Last Glacial Maximum.

Published

Constraining Foraminifera Calcification Depths

G. tumida foraminifera

Using foraminiferal oxygen isotope data from the global tropics, I (with the help of my co-authors) investigated the calcification habitat for planktonic foraminifera. These freely floating microorganisms are very useful for paleoceanographic study, as long as we understand the depths at which they live and calcify. This work builds on previous global studies of surface-dwelling foraminifera (MARGO project and Malevich et al. 2019) and extends it to subsurface-dwelling foraminifera (G. tumida, N. dutertrei, and P. obliquiloculata). We present this new dataset and attempt to characterize trends in the calcification depth under various assumptions. Using a novelTP metric, we show that G. tumida has a calcification habitat independent of the thermocline depth, while N. dutertrei and P. obliquiloculata have calcification habitats that depend on the thermocline depth. This visualization of the data summarizes the main findings.

Published

Thermocline Regression

With the species depth data, we can attempt to determine the depth of the thermocline with just these foraminiferal data. I (with the help of my co-authors) do this by assuming a form of the thermocline based on oceanographic principles and fitting parameters to the oxygen isotope data. This is done with enough flexibility to accommodate differences in the thermocline profile regionally in the Pacific Ocean (allowing the surface mixed layer to be shallow or deep, etc.). With this method, I analyze previously published data as well as generate new data for the Western, Central and Eastern Pacific to investigate thermocline changes during the Last Glacial Maximum.

Draft

Later thesis work

Placeholder — to be filled in with a summary of the later parts of the thesis.

Publications

  • Y. Zhou, K.Q. Lakhani, et al. Deeper thermocline indicates stronger Pacific Walker circulation during the Last Glacial Maximum. Submitted to Science.
  • H.L. Ford, N. Wyre, et al. Warm equatorial upper ocean thermal structure during the mid-Pliocene warm period: A data-model comparison. Geophysical Research Letters, 52(16), e2025GL114749, 2025. doi.org/10.1029/2025GL114749
  • K.Q. Lakhani, J. Lynch-Stieglitz, B. Findley. Reconstructing the Tropical Thermocline From Oxygen-Isotopes in Planktonic and Benthic Foraminifera. Paleoceanography and Paleoclimatology, 39, e2023PA004794, 2024. doi.org/10.1029/2023PA004794
  • K.Q. Lakhani, J. Lynch-Stieglitz, M.M. Monteagudo. Constraining Calcification Habitat using Oxygen Isotope Measurements in Tropical Planktonic Foraminiferal tests from Surface Sediments. Marine Micropaleontology, 170, 102074, 2022. doi.org/10.1016/j.marmicro.2021.102074

Beyond the lab

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Let's connect

Happy to talk environmental science, data science, technical solutioning and implementation, or anything in between.