Senior Software Engineer · Bangalore, India

I build software
that learns,
reasons & acts.

I’m Ganesh—an engineer at Samsung Research currently focused on robotics and AI. My earlier work spans healthcare AI, edge systems, multimodal learning, molecular design, and neuro-AI.

Explore selected work View résumé

Selected work

Experiments with
real edges.

Research systems spanning molecular generation, multimodal retrieval, spatial computing, and brain decoding.

01 MolGPT 2.0 A multi-objective transformer encoder–decoder for conditional molecular generation with Direct Preference Optimization. The public repository contains training code, checkpoints, generated molecules, and model-specific evaluation metrics. TransformersDPOSMILESDrug design

02 SMEN A multimodal spectra-and-molecule encoder combining equivariant graph networks, vision transformers, and generative transformers to retrieve and generate molecular structures from IR spectra. EGNNVision TransformersContrastive learningTop-10: 99%

03 MolVis An immersive visionOS application for visualizing and manipulating protein molecules on Apple Vision Pro, designed for intuitive spatial exploration of molecular structures. visionOSSwiftUIRealityKitSpatial computing

04 BEDS A deep-learning pipeline for decoding speech from 3D fMRI activations, combining CNN-based neural encoding with transformer speech representations. fMRICNNsTransformersNeuro-AI

View all repositories

Experience

Engineering,
grounded in research.

Jul 2024 — PresentIndustry

Senior Software Engineer

Advanced Research & Standards · Samsung Research India

Currently focused on robotics and AI. Earlier work developed PPG-based biosensing and audio deep-learning systems for human and machine health, including optimization for wearable edge devices. Filed two biosensing patents; received the Samsung Excellence Award 2024 and Spot Award 2025.

Mar 2021 — Mar 2024Research

Undergraduate Researcher

Center for Computational Sciences · IIIT Hyderabad

Led and contributed to data-driven drug-discovery research using GNNs, GPT models, diffusion models, molecular spectra and graphs, 2D imagery, and fMRI. Mentored junior researchers and co-authored three peer-reviewed papers.

Aug 2022 — Jan 2023Engineering

Software Developer

Virtual Labs · Ministry of Education initiative

Built interactive Three.js simulations of solid-state chemistry experiments, expanding access to realistic remote laboratory experiences for students across India.

Research

Curiosity needs
an instrument.

My research training shapes how I engineer: form a precise question, build a system that can answer it, and distrust results that have not survived a strong baseline.

Selected publications · 3

Education

B.Tech, Computer Science + M.S. by Research, Computational Natural Sciences

International Institute of Information Technology, Hyderabad · 2019–2024 · M.S. CGPA 9.0 · Academic Research Award 2023

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I build softwarethat learns,reasons & acts.

Experiments withreal edges.

Engineering,grounded in research.