Summary
Overview
Work History
Education
Skills
Certification
Interests
Personal Information
Research
Timeline
SANJU N M

SANJU N M

Clinical Data Analyst
Kozhikode

Summary

Dynamic Clinical Data Analyst with two years of experience in transforming unstructured clinical data into actionable insights using advanced NLP and LLM technologies. Currently engaged in large-scale LLM review processes, ensuring precision and consistency in model outputs. Skilled in crafting optimized SQL queries for data extraction and quality assurance, while collaborating closely with cross-functional teams to uphold data integrity. Actively involved in KOL and stakeholder engagement to align deliverables with clinical and business goals. Demonstrated ability to lead training and development initiatives for peers, fostering team capability and knowledge sharing. Combines strong clinical expertise with analytical proficiency to deliver impactful, data-driven healthcare solutions.

Overview

3
3
years of professional experience
8
8
years of post-secondary education
4
4
Certifications
4
4
Languages

Work History

Clinical Data Analyst

ConcertAi
Bengaluru
02.2024 - Current
  • Leveraged NLP and LLM tools to extract clinical assertions and structured insights from unstructured data.
  • Contributed to NLP/LLM projects through ground truth annotation and clinical knowledge base (KB) preparation for model training.
  • Real-world oncology patient data analysis from different environments including EMOL, CancerLinQ, CARIS, AON to support cancer research.
  • Trained in Genomic Curation and have worked on CARIS Life Sciences, Myriad Genetics, Guardant, Foundation One, Neo Genomics, Tempus labs RWD projects across Breast Cancer, Ovarian Cancer, Renal Cancer and Lung Cancer.
  • Received individual recognition in June 2025 for exceptional speed and accuracy in reviewing tumor progression data and fine-tuning outputs in the Precision360 project, significantly enhancing workflow efficiency and clinical relevance.
  • Crafted and executed SQL queries and utilities for clinical data extraction, optimization, and analysis.
  • Collaborated with Quality Control (QC) teams to pinpoint and rectify clinical data discrepancies.
  • Independently conducted training and mentoring sessions for peers involved in the NLP LLM project and Precision360 fine-tuning, sharing domain knowledge and best practices to enhance team performance and project quality.
  • Engaged in strategic meetings and discussions with both internal and external stakeholders to align on customer requirements.
  • Processed oncology trial data across multiple systems (EDC, labs) ensuring high data quality and completeness.
  • Well -versed with Privacy regulations (HIPAA, CITI) and electronic health record systems.

Clinical Pharmacist

Baby Memorial Hospital
Calicut
01.2024 - 02.2024
  • Collaborated with physicians to deliver comprehensive patient care, optimizing medication management and treatment strategies.
  • Actively guided and educated nurses and interdisciplinary healthcare teams on neurological clinical practices, promoting evidence-based care and reinforcing patient safety.
  • Conducted thorough patient assessments, vigilantly monitored drug therapies, and adeptly adjusted medications in response to clinical feedback.
  • Played a pivotal role in diagnosing and managing neurological conditions, focusing on achieving superior patient outcomes.

Clinical Pharmacist Intern

Kovai Medical Center and Hospital
Coimbatore
12.2022 - 12.2023
  • Company Overview: NABH Accredited
  • Served as a dedicated and supportive Intern in a fast-paced environment. Underwent ward round participation with physicians & case studies of Inpatient care in the following departments: General medicine, Infectious Diseases, Nephrology, Pulmonology, Endocrinology, Neurology Etc.
  • Overview practice clinical guidelines and develop clinical skills in individualize patient therapy.
  • Improve inpatient quality care.
  • Provide effective patient counseling and education.
  • Attend daily rounds with healthcare professionals.
  • Participate in seminars, journal club evaluation and other hospital health care Activities.
  • Delivered drugs to inpatient pharmacy.
  • Provided medication therapy management, pharmaceutical care, Patient Counseling.
  • Identified Drug Related Problems, Fluid incompatibility, Adverse Drug Reactions and Drug Interaction.
  • Improve communication skills with healthcare professionals.
  • Collaborated with clinical pharmacists to learn about the drugs/medicines and dosage calculations in Pediatrics population.
  • Collaborated with Physicians and suggested various dosage regimen as well as alternative treatment regimens.
  • Underwent antimicrobial stewardship rounds, reviewed rational Antibiotic utilization, dose adjustments Etc.
  • NABH Accredited

Education

MBA - Healthcare and Hospital Management

Manipal Academy of Higher Education, Bengaluru, Karnataka
11.2024 - Current

PharmD. -

KMCH College Of Pharmacy, Coimbatore
10.2016 - 12.2023

GPA: 78%

Skills

Medical and Scientific expertise

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Certification

Foundations of Healthcare Systems Engineering, Johns Hopkins University, 11/01/24

Interests

Digital Illustrations
Graphics Designing
Singing
Blogging

Personal Information

  • Date of Birth: 11/17/97
  • Nationality: Indian

Research

  • Impact of Pharmacist aid on adherence to Vitamin K antagonist usage in Post Valve Replacement Patients, Coimbatore, Tamilnadu, India, 06/01/22, 11/30/22, Conducted a prospective observational study involving 45 patients who have underwent valve replacement surgery. Performed real-time analysis of patient PT/INR values to assess and improve patient medication adherence to Vitamin K Antagonists.
  • A Report on Antibiotics Prophylaxis used in General Surgeries, 03/01/23, 04/30/23, Interpreted whether the antibiotics used in the surgeries were adhered according to the Hospital guideline/protocol. Establish if the antibiotics given were given at the right doses for the right duration.

Timeline

Manipal Academy of Higher Education - MBA, Healthcare and Hospital Management
11.2024 - Current
Clinical Data Analyst - ConcertAi
02.2024 - Current
Clinical Pharmacist - Baby Memorial Hospital
01.2024 - 02.2024
Clinical Pharmacist Intern - Kovai Medical Center and Hospital
12.2022 - 12.2023
KMCH College Of Pharmacy - PharmD.,
10.2016 - 12.2023

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SANJU N MClinical Data Analyst