Product Manager

Partex.AI (formerly Innoplexus Consulting Pvt. Ltd.), Pune, India

I’m currently leading the development of a biomarker module for omics research, working at the intersection of computational biology and AI-driven drug discovery. My role involves close collaboration with data engineers and data scientists to build innovative solutions that accelerate pharmaceutical and biomedical research.

Key responsibilities include:

  • Spearheading biomarker module development and integration across multiple research platforms
  • Extracting and curating data from public databases using advanced LLM models (Llama and Gemini)
  • Implementing scripting-based approaches to streamline data curation workflows
  • Contributing to cross-functional module development by incorporating biomarkers as key features
  • Optimizing LLM prompts and evaluating model accuracy to enhance AI/ML pipeline performance

Professional Experience

Associate Scientific Manager

Partex.AI (formerly Innoplexus Consulting Pvt. Ltd.), Pune, India

Led data curation initiatives for AI/ML-powered drug discovery modules in an agile, cross-functional environment. Collaborated with product managers, data engineers and data scientists to accelerate the drug discovery and development process.

Key achievements:

  • Enhanced LLM model performance through strategic prompt optimization and accuracy evaluation
  • Streamlined data curation processes for multiple AI/ML modules
  • Bridged the gap between scientific expertise and technical implementation

Associate Biomedical Scientist

Precision Biomarker Laboratories, Cedars-Sinai Medical Center, Los Angeles, CA, USA

Conducted research and development in clinical proteomics and biomarker discovery, driving improvements in laboratory workflows and computational analysis capabilities.

Key achievements:

  • Developed novel PTMomics platforms for post-translational modification analysis
  • Supervised laboratory technicians and managed end-to-end project delivery
  • Improved existing workflows through collaborative innovation
  • Led study execution, report compilation, and stakeholder presentations

Postdoctoral Researcher

University of Southern Denmark, Odense, Denmark

Worked with Prof. Martin R. Larsen to develop a comprehensive pipeline for identifying post-translationally modified biomarkers in clinical samples, advancing the field of clinical proteomics.

  • Led an effort to develop a platform for the discovery of Cysteine, N-linked glycosylation and phosphorylation biomarkers to enhance diagnostic precision.
  • Analyzed high-complexity PTMomics data to identify plasma-based candidate biomarkers for the clinical stratification of ovarian cancer patients.
  • Directly supervised and collaborated with lab technicians and PhD candidates, ensuring technical accuracy and project continuity.
  • Presented findings to internal leadership and collaborators, translating complex data into comprehensive technical reports and strategic updates.

Postdoctoral Researcher

Turku Bioscience, Turku, Finland

Used capabilities of serum proteomics to uncover the molecular drivers of development, disease and immune regulation. My work bridged the gap between complex mass spectrometry data and actionable biological insights through the following core pillars:

  • Led large-scale serum proteome profiling to evaluate the impact of infant nutritional supplementation and pioneered methods to correlate maternal and child proteomes for longitudinal study.
  • Executed temporal serum proteome analysis for children developing Celiac Disease (CD), identifying molecular shifts and potential biomarkers preceding clinical diagnosis.
  • Conducted sophisticated interactomics measurements and data analysis for key T-cell transcription factors, mapping the protein-protein interaction networks that govern immune cell identity.
  • Bridged the skills gap by designing and delivering practical courses on proteomics data analysis, translating complex computational workflows into accessible training.

Education

Doctor of Philosophy (Medical Microbiology and Immunology)

University of Turku, Finland

Pursued PhD under the joint advisorship of Prof. Riitta Lahesmaa and Dr. Robert Moulder, focusing on proteomics applications in clinical and immunological research.

Research focus:

  • Identified and validated serum protein biomarkers for Type 1 diabetes
  • Investigated protein biomarkers for carotid atherosclerosis
  • Applied mass spectrometry-based proteomics to study cellular proteomics.
  • Conducted proteomics data analysis courses

Master’s Degree Thesis

National Chemical Laboratory (NCL), India

Completed master’s thesis in mass spectrometry based proteomics area under the joint supervision of Drs. Mahesh J. Kulkarni and B. Santhakumari.

Pharmacy Degree

Pharmacist by training, which provides a strong foundation in pharmaceutical sciences and drug development principles.

Expertise

Technical Skills:

Mass Spectrometry Proteomics PTM Analysis Biomarker Discovery Large Language Models AI/ML Pipeline Data Curation Computational Biology Omics Analysis

Professional Skills:

Product Management Cross-functional Collaboration Project Leadership Agile Methodology Scientific Communication Prompt Engineering

Career Journey

My career represents a unique evolution from bench scientist to AI-driven drug discovery leader. Starting with hands-on proteomics research during my PhD and postdoc, I developed deep expertise in mass spectrometry, biomarker discovery, and computational analysis.

At Cedars-Sinai Medical Center, I translated this research expertise into clinical applications, developing new platforms and improving laboratory workflows.

Today, I leverage this scientific foundation to lead biomarker module development, integrating cutting-edge AI/ML technologies with proteomics knowledge to accelerate drug discovery. This journey has equipped me with a rare combination of deep scientific expertise and practical AI/ML implementation skills, positioning me at the forefront of computational biology and pharmaceutical innovation.