Sarath Mohan

AI Researcher

Pathanamthitta, Kerala, India2 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Generative AI and Graph Neural Networks.
  • Led innovative drug discovery projects at ImmunitoAI.
  • Reduced font production cycles significantly at Monotype.
Stackforce AI infers this person is a Healthcare and Design Technology specialist with expertise in Machine Learning and Generative AI.

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Skills

Core Skills

Generative AiMachine LearningGraph Neural Networks

Other Skills

AI-powered font generationArtificial Intelligence (AI)BERT (Language Model)C (Programming Language)C++Computer ScienceComputer VisionContrastive LearningConvolutional Neural Networks (CNN)Data AnalysisData MiningData ScienceDeep LearningDiffusion ModelsDistributed Computing

About

An ML Researcher driven by a passion for applying Generative AI, Diffusion Models, and Graph Neural Networks to high-impact domains. At Monotype, I design and deploy next-generation generative systems that bring intelligence and automation to typographic design. My work includes AI-powered font generation - reducing production cycles from months to weeks , and building multi-modal pipelines that integrate font, text, image, and user input to deliver creative, real-world visual design tools. Previously at ImmunitoAI, I led research in applying geometric graph diffusion models to drug discovery, designing novel antibody structures by combining advances in deep generative modeling with molecular graph representations. I hold an M.Tech from IIT Delhi, where I focused on Image Generative Modeling and Graph Neural Network Stability. Ranked in 99.47th percentile (AIR 464) in GATE 2021 (Electrical), I bring both academic rigor and practical engineering experience to every problem I tackle.

Experience

2 yrs 11 mos
Total Experience
1 yr 5 mos
Average Tenure
1 yr 7 mos
Current Experience

Monotype

AI Engineer II

Nov 2024Present · 1 yr 7 mos · Noida, Uttar Pradesh, India · Hybrid

Generative AIDiffusion ModelsGraph Neural NetworksAI-powered font generationMulti-modal pipelinesMachine Learning

Immunitoai

Research Software Engineer

Jul 2023Nov 2024 · 1 yr 4 mos · Bangalore Urban, Karnataka, India · On-site

  • Research and Development of Geometric Graph Diffusion Models : Developed models for Drug Discovery, specifically for generating novel antibody structures and sequences conditioned on
  • antigens.
  • Self-supervised learning on Molecular Graph Data: Self-supervised learning model for 3D
  • point cloud molecular graph data using contrastive learning, Siamese Neural
  • Network-based architecture and masking strategies
Geometric Graph Diffusion ModelsSelf-Supervised LearningContrastive LearningSiamese Neural NetworkMolecular Graph DataMachine Learning+1

Education

Indian Institute of Technology, Delhi

Master of Technology - MTech — Telecommunication Technology

Jul 2021Jun 2023

SCMS SCHOOL OF ENGINEERING AND TECHNOLOGY

Bachelor of Technology - BTech — Electrical and Electronics Engineering

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