Manish Rai
Postdoctoral Research Associate
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolManish Rai is a postdoctoral research associate with a decade of experience engineering microbes and decoding molecular mechanisms across yeast, E. coli, and gut microbiome systems. He combines hands-on expertise in cloning and functional characterization of biosynthetic gene clusters with metabolic engineering and high-throughput in vivo/in vitro screening (FACS, LC/MS, GC/MS). His work spans advanced NGS-based analyses (Ribo-seq, RNA-seq), metabolomics pipelines (XCMS, MS-DIAL, GNPS), and genetic tools including CRISPR and MAGE, enabling end-to-end discovery from sequence to metabolite. At MIT he is applying synthetic biology to Yarrowia lipolytica while prior roles probed longevity signatures in yeast and adaptive thermotolerance in bacteria. Comfortable at the intersection of wet lab and computational analysis, he also brings data-science and ML interests from his GitHub profile to biological pattern discovery. Colleagues value his blend of technical breadth and practical assay development that turns complex omics into testable biological insight.
10 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD, Biology/Biological Sciences, General, A+, Doctor of Philosophy - PhD, Biology/Biological Sciences, General, A+ at CSIR-IGIBBachelor's degree, Biology, General, A, Bachelor's degree, Biology, General, A at VBS Jaunpur University,Master's degree, Biochemistry, A+, Master's degree, Biochemistry, A+ at Jiwaji UniversityPostdoctoral research associate, Postdoctoral research associate at Boston University
Github Skills (28)
python10
data-science10
machine-learning10
deep-learning10
tensorflow10
neural-network10
ml9
deep-neural-networks9
jupyter-notebook9
notebook8
pytorch8
jupyter8
jupyterlab7
gutter4
jax4
Programming languages (4)
Github contributions (5)
Manish-rai21bit/training-species-detection
Mar 2019 - Jul 2019
Contributions:43 commits, 44 pushes, 1 branch in 4 months
Manish-rai21bit/Artificial_Intelligence
Feb 2017 - Apr 2023
Contributions:50 pushes, 3 branches in 6 years 3 months
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