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Case Studies

Discover how Excelra empowers global life sciences organizations through real-world case studies. Explore our proven expertise in bioinformatics, scientific informatics, cloud enablement, data management, and AI-driven innovation—delivering measurable results and accelerating research outcomes.

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Agrigenomics

Novel Scaffold Generation for Herbicidal Compounds

Novel Scaffold Generation for Herbicidal Compounds

August 5, 2025

Toxicity Model Analysis for Fungicide

Toxicity Model Analysis for Fungicide

August 5, 2025

Advancing Plant-Insect Interaction Research Through Bioinformatics

Advancing Plant-Insect Interaction Research Through Bioinformatics

August 5, 2025

Machine Learning for Predicting Potential Insecticidal Proteins

August 5, 2025

Epigenetics in Wheat Genome: Unlocking Gene Regulation Through Advanced Computational Analysis

Epigenetics in Wheat Genome: Unlocking Gene Regulation Through Advanced Computational Analysis

August 5, 2025

Analysis and Design of a Biostatistics Platform

Analysis and Design of a Biostatistics Platform

July 6, 2025

Building a Comprehensive Agri Database

Building a Comprehensive Agri Database

July 3, 2025

Characterization of Interspecific Introgression

Characterization of Interspecific Introgression

July 2, 2025

Animal Health

Scalable Microbiome Data Platform for Advanced Veterinary Research

Scalable Microbiome Data Platform for Advanced Veterinary Research

June 3, 2025

Driving Data-Driven Decision Making in Animal Health Through Unified Data Lake Implementation and Visualization

Driving Data-Driven Decision Making in Animal Health Through Unified Data Lake Implementation and Visualization

June 3, 2025

Human-to-Feline Drug Repurposing Peptide Redesign for a Novel Veterinary Diabetes Therapy

Human-to-Feline Drug Repurposing: Peptide Redesign for a Novel Veterinary Diabetes Therapy

May 28, 2025

Simulation-Led Engineering of Stapled Peptides Against a Pleiotropic Cytokine Receptor

Simulation-Led Engineering of Stapled Peptides Against a Pleiotropic Cytokine Receptor

May 28, 2025

Designing a Role-Based OMICs Data Lake Scalable Metadata Architecture for Pharmaceutical R&D

Designing a Role-Based OMICs Data Lake: Scalable Metadata Architecture for Pharmaceutical R&D

May 27, 2025

Building a Scalable Reference Framework for a High-Quality Bat Genome Assembly

Building a Scalable Reference Framework for a High-Quality Bat Genome Assembly

May 23, 2025

Development of Optimized Workflow for Viral Genome Reconstruction and Taxonomic Classification from RNA-Seq Data

Development of Optimized Workflow for Viral Genome Reconstruction and Taxonomic Classification from RNA-Seq Data

May 23, 2025

Bioinformatics

Accelerating Vaccine R&D with FAIR Data and Optimized Workflows Gap Assessment and Platform Selection

From Bottleneck to Breakthrough: Accelerating GSNAP with Fault-Tolerant Mapping

November 24, 2025

Accelerating ASO Drug Discovery with Transparent Machine Learning and Enhanced Off-Target Prediction

Accelerating ASO Drug Discovery with Transparent Machine Learning and Enhanced Off-Target Prediction

August 25, 2025

Data Compendium for MDM2 Inhibitors

Data Compendium for MDM2 Inhibitors

July 18, 2025

Bioinformatics Pipeline Development

Bioinformatics Pipeline Development

July 6, 2025

Advanced Target Profiling in Cancer – A Spatial and Single-Cell Transcriptomics Approach

November 12, 2024

Data-Driven Solutions for Rare Monogenic Blood Disorders: Identifying and Prioritizing Treatment Compounds for Improved Patient Outcomes

Data-Driven Solutions for Rare Monogenic Blood Disorders: Identifying and Prioritizing Treatment Compounds for Improved Patient Outcomes

August 30, 2024

Empowering Client Success Unveiling the Disease Landscape of Hyperphosphatemia

Empowering Client Success: Unveiling the Disease Landscape of Hyperphosphatemia

August 30, 2024

Enhancing Vegan Cheese Production Leveraging Transcriptomic Data for Taste and Texture Improvement

Enhancing Vegan Cheese Production: Leveraging Transcriptomic Data for Taste and Texture Improvement

August 28, 2024

A Case Study On Optimizing Immunotherapy with Excelra’s AI-powered Patient Stratification

A Case Study On Optimizing Immunotherapy with Excelra’s AI-powered Patient Stratification

July 18, 2024

Building large Data assets allows MoA elucidation while keeping a view on competitive landscape

Building large Data assets allows MoA elucidation while keeping a view of the competitive landscape

June 10, 2024

Accelerating the Development of a Rapid Detection NAAT Assay for SARS-CoV2

Accelerating the Development of a Rapid Detection NAAT Assay for SARS-CoV2

April 24, 2024

Custom annotation of public single-cell data offers opportunities for target identification

Custom annotation of public single-cell data offers opportunities for target identification

September 5, 2023

Fast and cost-effective whole-genome analysis

Fast and cost-effective whole-genome analysis

September 5, 2023

Re-analysing database for novel targets

Re-analysing database for novel targets

September 5, 2023

Machine Learning Diagnostic of Prostate Cancer Status

Machine Learning: Diagnostic of Prostate Cancer Status

September 5, 2023

Landscape survey of non-small-cell lung carcinoma (NSCLC) for immuno-oncology (IO)

Landscape survey of non-small-cell lung carcinoma (NSCLC) for immuno-oncology (IO)

April 21, 2023

hit-calling algorithm on DEL selection data

Development of a hit-calling algorithm on DEL selection data

February 14, 2023

Screening adverse-events -related data

Screening adverse events related data

November 30, 2022

Building a text-mining-based post-translational modification (PTM) database for SUMOylation

Building a text-miningbased post-translational modification (PTM) database for SUMOylation

November 30, 2022

Case of dose regimen optimization for paclitaxel

Case of Dose Regimen Optimization for Paclitaxel

October 12, 2022

Data-driven competitive landscape analysis to facilitate Go/No-Go decision in clinical development

October 12, 2022

Bioinformatics Applications

Transforming Clinical Diagnostics Migrating Excel-Based NGS Workflows to a Scalable Web Platform

Transforming Clinical Diagnostics: Migrating Excel-Based NGS Workflows to a Scalable Web Platform

June 25, 2025

Immunoraptor: Transforming Immune Repertoire Analysis

Immunoraptor: Transforming Immune Repertoire Analysis

June 3, 2025

Custom BioVisualizer Solution Enhances Preclinical Data Analysis

How the BioVisualizer Platform Accelerates Preclinical Data Analysis

January 15, 2025

A robust and high-throughput pipeline for immune repertoire data analysis

A robust and high-throughput pipeline for immune repertoire data analysis

September 5, 2023

Biomarker

Biomarker Discovery for Cell Line Differentiation

Biomarker Discovery for Cell Line Differentiation

August 24, 2025

RNA-Seq Analysis of PDX Samples

RNA-seq analysis of PDX samples

July 18, 2025

Data driven disease-indication expansion and prioritization for specific target inhibitor

Data driven disease-indication expansion and prioritization for specific target inhibitor

September 18, 2024

Personalized Psoriasis Treatment: A Case Study On How AI Accelerated Biomarker Discovery

Personalized Psoriasis Treatment: A Case Study On How AI Accelerated Biomarker Discovery

July 18, 2024

Identification of genomic biomarkers for cell line differentiation

Identification of genomic biomarkers for cell line differentiation

September 13, 2023

Leveraging WES data to identify biomarker signatures

Leveraging WES data to identify biomarker signatures

September 13, 2023

Identification of predictive biomarkers and applications in patient enrichment strategies

Identification of Predictive Biomarkers and Applications in Patient Enrichment Strategies

October 12, 2022

Cloud Enablement

Empower Your Data Scientists Scale Workloads While Reducing Cloud Costs with Excelra

Empower Your Data Scientists: Scale Workloads While Reducing Cloud Costs with Excelra

January 30, 2025

Modernization and cloud migration of legacy R&D compound registration platform

January 10, 2023

Cloud Solutions

Cloud deployment and integration of university hospital optimised whole-exome pipeline

September 5, 2023

Data Visualization

Tumor Enriched Target Identification

Tumor Enriched Target Identification

July 18, 2025

Interactive SAR Mining & Visualization Platform for Chemoproteomics-driven Drug Discovery

June 30, 2025

PK/PD Modeling for Dose Regulation

PK/PD Modeling for Dose Regulation

September 5, 2023

Ideate, Design and Develop a Gene Visualization Platform

October 12, 2022

Diagnostics

Scaling Up and Enhancing Efficiency of NGS Pipeline with Nextflow

Scaling Up and Enhancing Efficiency of NGS Pipeline with Nextflow

August 11, 2025

Cloud Migration to GCP & Infrastructure Enhancement

Cloud Migration to GCP & Infrastructure Enhancement

August 9, 2025

Enhancing Genomic Reference Data Repository

Enhancing Genomic Reference Data Repository

August 9, 2025

Enabling Cancer Cohort Data Analysis for a Precision Medicine Biotech Company

Enabling Cancer Cohort Data Analysis for a Precision Medicine Biotech Company

July 10, 2025

FMCG

Accelerating Dermatology Innovation Through AI-Driven Drug Repositioning

Accelerating Dermatology Innovation Through AI-Driven Drug Repositioning

August 24, 2025

Accelerating Microbiome Research and Strain Engineering with Automated Bioinformatics Pipelines

Accelerating Microbiome Research and Strain Engineering with Automated Bioinformatics Pipelines

August 24, 2025

Strategic Repositioning for Skin Depigmentation in the APAC Market

Strategic Repositioning for Skin Depigmentation in the APAC Market

August 24, 2025

Expanding Probiotic Applications in ASD for a Microbiome CRO

Expanding Probiotic Applications in ASD for a Microbiome CRO

August 24, 2025

Decoding the Mechanism of Action for a Novel Hair Dye Molecule

Decoding the Mechanism of Action for a Novel Hair Dye Molecule

August 24, 2025

AI-Driven In Silico Screening to Prioritize Flavor Compounds for Olfactory and Gustatory Receptors

AI-Driven In Silico Screening to Prioritize Flavor Compounds for Olfactory and Gustatory Receptors

August 24, 2025

Lab Informatics

Accelerating Vaccine R&D with FAIR Data and Optimized Workflows Gap Assessment and Platform Selection

Cutting the Wait: How FAIR Data and Optimized Workflows Slashed Vaccine R&D Timelines

October 31, 2025

Small-Molecule-Discovery-Platform

Accelerating Small Molecule Discovery with a Cloud-Native Drug Discovery Platform

October 27, 2025

Unified Data Architecture Accelerates Oncology Research

Empowering an AI-Driven Future: Unified Data Architecture Accelerates Oncology Research

October 6, 2025

Standardizing Oligo Synthesis Workflows with Dotmatics

Standardizing Oligo Synthesis Workflows with Dotmatics

October 6, 2025

Seamless Data Migration to Benchling: A case study in biotech innovation

March 29, 2024

Enterprise Ontologies and Scientific data management: Scibite CENtree with Benchling

March 29, 2024

Scientific Data Management

Centralized OMICs Data Platform for Storage, Cataloguing & Retrieval Across R&D

July 2, 2025

Request Management System

Request Management System

April 30, 2025

Semantics

Combination feasibility prediction for checkpoint inhibitors for a biologic

Combination Feasibility Prediction for Checkpoint Inhibitors for a Biologic

October 12, 2022

Portfolio augmentation for a potential biologic drug

Portfolio Augmentation for a Potential Biologic Drug

October 12, 2022

Product ideation for pre-filled syringe market

Product Ideation for Pre-filled Syringe Market

October 12, 2022

Comprehensive Analysis of Putative Drug Targets and their Comparison

Comprehensive Analysis of Putative Drug Targets and their Comparison

October 12, 2022

Small Molecule

Patents are the Cornerstone for Advancing Data-Driven KRAS Drug Discovery

Patents are the Cornerstone for Advancing Data-Driven KRAS Drug Discovery

February 3, 2023

30 alternate indications identified for six shelved compounds

30 alternate indications identified for six shelved compounds

October 12, 2022

Activity Landscape Analysis for Compound Datasets

October 12, 2022

Structured and analysis-ready data for AIML-based drug discovery

Structured and analysis-ready data for AI/ML-based drug discovery

October 12, 2022

TPD

Unveiling the Molecular Code Antibody Sequence Mining and Target Affinity Analysis

Unveiling the molecular code: Antibody Sequence Mining and Target Affinity Analysis Case Study

November 30, 2023