RESEARCH6 min read
AI-Assisted Scientific Discovery
Transforming multi-modal scientific literature, biomedical datasets and chemical structure graphs into automated hypothesis generation and evidence-validated discovery workflows.
PhD-LED MEDICAL WRITING & SCIENTIFIC RESEARCH
Doctoral Rigour for Medical Writing.
Evidence-Based. Transparently Referenced.
Systematic literature reviews (PRISMA), clinical manuscripts, HEOR evidence synthesis, and medical communications — led directly by Dr. Muggu Murali Krishna, PhD in Pharmaceutical Sciences.
PhD-Led
Pharmaceutical Sciences
PRISMA / ICMJE
Reporting Standards
Govt MSME
UDYAM Registered
03 — CORE COMPETENCIES
CORE COMPETENCIES
We operate at the convergence of empirical scientific inquiry, medical writing and data-driven analysis.
01
Scientific & Medical Writing
Manuscripts, narrative and systematic literature reviews (PRISMA), plain-language summaries and HEOR evidence summaries, written with doctoral-level care.
Systematic Reviews (PRISMA)Clinical ManuscriptsPlain-Language SummariesHEOR Evidence Summaries
READY FOR COMMISSIONHire Writer
02
Scientific Research
Deep scientific methodology, biomedical inquiry, pharmacokinetic modelling, and rigorous evidence validation.
Experimental DesignBiostatisticsPK/PD ModellingHypothesis Testing
READY FOR COMMISSIONExplore
03
AI & Data Systems
Domain-specific AI systems combining biomedical data extraction, knowledge graphs, multimodal analytics, and predictive modeling.
Biomedical AIKnowledge GraphsSensor FusionLiterature Mining
READY FOR COMMISSIONExplore
04 — EXECUTION METHODOLOGY
FROM QUESTION TO WORKING SYSTEM
RESEARCHINTELLIGENCEENGINEERINGVALIDATIONOUTPUT
01
DISCOVER
Understand the scientific problem, constraints, available evidence and desired outcome.
PHASE 01↓
02
RESEARCH
Build the scientific foundation through literature, data, experimentation and hypothesis development.
PHASE 02↓
03
ENGINEER
Translate the research into models, algorithms, software, hardware or analytical workflows.
PHASE 03↓
04
VALIDATE
Test assumptions, benchmark outputs and establish scientific and technical reliability.
PHASE 04↓
05
DELIVER
Produce the working output, technical documentation, research evidence and applicable IP.
PHASE 05COMPLETED
05 — SCIENTIFIC INSIGHTS
SCIENTIFIC INSIGHTS
Research notes, technical investigations and emerging perspectives from our work across science, AI and engineering.
ENGINEERING8 min read
Building Intelligent Systems for Physical Environments
Engineering resilient hardware-software systems combining high-speed optical vision, multi-modal LiDAR telemetry and sub-15ms edge inferencing under vibration and extreme conditions.
SCIENCE × TECHNOLOGY7 min read
From Scientific Data to Actionable Intelligence
Bridging raw laboratory analytics, real-world health evidence and clinical pharmacokinetics into deterministic, publication-calibrated scientific intelligence.
06 — WRITING SAMPLES & WHITE PAPERS
WRITING SAMPLES & WHITE PAPERS
Self-published reviews and articles. Not journal peer-reviewed unless stated.
01
Read →IBS-D, the Gut–Brain Axis and South India: A Narrative Review
Dr. Muggu Murali Krishna, PhD · Self-published narrative review · 2026
02
Read →Living with IBS-D: Patient Perspective & Evidence-Aware Writing
Dr. Muggu Murali Krishna, PhD · Self-published patient-education article · 2026
03
Read →Computational Pharmacokinetics: Bridging In-Silico ADMET with Experimental Trial Outcomes
Dr. Muggu Murali Krishna, PhD · Unpublished working paper · 2026
PATENTS / IP
Application No. 202641090773Patent-Pending
AIRS — Autonomous Railway Track Defect Detection, Multi-Sensor LiDAR & Stereo Optical Inspection Architecture
Jurisdiction: Indian Patent Office (Govt. of India)
Other R&D Work
Engineering and intellectual-property work alongside our core writing and research practice.
04
Deep-Tech Prototyping
Hardware-software systems that bridge embedded electronics, edge computing, sensor telemetry, and real-world deployment.
AIRS Autonomous InspectionEdge ComputingIoT SensorsEmbedded Systems
READY FOR COMMISSIONExplore
05
IP & Innovation
Research-to-IP workflows supporting novelty evaluation, patent claim architecture, and intellectual-property advisory.
Prior-Art AnalysisPatent DraftingNovelty EvaluationIP Strategy
READY FOR COMMISSIONExplore
07 — COMMISSION A WRITING OR R&D PROJECT
HAVE A MANUSCRIPT OR STUDY
READY FOR PEER REVIEW?
Partner with a PhD in Pharmaceutical Sciences for systematic reviews, developmental editing, plain-language summaries and evidence synthesis.
Whether you need an urgent pre-submission audit, a PRISMA literature review from scratch, or exploratory AI research consulting, we deliver publication-grade rigor.
100% Confidentiality · Mutual NDAs available · Target journal compliance · Fast turnaround