ARIMA IMMANUEL on Tal
Headline
MLE @ LTSCT | IMMANENTIZE THE ESCHATON ARAM-SELAM-FIDEL | TALK LONGEVITY, EARN MY ATTENTION
About
I work at the intersection of deep learning, computational biology, and scientific machine learning, building models that help us understand and design biological systems. My experience spans protein structure prediction, sequence modelling, mutagenesis analysis, ADMET prediction, and scientific ML pipelines deployed both on cloud GPUs and embedded hardware. My interests lean toward AI-native biology — systems that treat biological processes not just as data, but as structured, dynamic, and evolving entities. I enjoy designing transparent and interpretable ML models, exploring representation learning for sequences and structures, and experimenting with simulation-driven or generative approaches for biology. On the engineering side, I’ve worked extensively with CUDA, FPGA/RISC-V acceleration, TensorRT/ONNX optimizations, and embedded ML pipelines. I care deeply about building models that are not only accurate in research but also efficient, resilient, and deployable in real scientific workflows. I maintain an independent research practice exploring ideas in interpretable scientific ML, self-organizing computational models, hardware-accelerated biology, and simulation-based discovery — always grounded, always mathematical, and always privacy-conscious. My long-term goal is to contribute to — and help shape — the next generation of AI-native biological systems, combining rigorous science, strong engineering, and deep curiosity about life in all its forms.
Work experience
Machine Learning Engineer at L&T Semiconductor Technologies, Jul 2024 - Present · 2 yrs 2 mos, Bengaluru, Karnataka, India
Senior Machine Learning Engineer at SiliConch Systems, Jul 2024 - Oct 2024 · 4 mos, Bengaluru, Karnataka, India
Deep Learning Researcher at Boltzmann Labs, Jun 2023 - Jun 2024 · 1 yr 1 mo, Bengaluru, Karnataka, India
Deep Learning Researcher at Boltzmann, Sep 2022 - Apr 2023 · 8 mos
Masters Student at Indian Institute of Information Technology Design & Manufacturing Kancheepuram, Sep 2021 - May 2023 · 1 yr 9 mos, India
Education
Master of Technology - MTech, Computer Science and Engineering with Specialization in Data Science and Artificial Intelligence, Indian Institute of Information Technology Design & Manufacturing Kancheepuram
Bachelor of Engineering - BE, Computer Engineering, Tamil Nadu India Jobs
