Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
Generic
PRAKHAR GUPTA

PRAKHAR GUPTA

Bengaluru

Summary

Transformational AI leader with over 12 years of experience architecting and scaling enterprise AI solutions for global organizations. Currently leading a team of over 30 AI and data science professionals at ZS Associates, delivering innovative AI solutions tailored for pharmaceutical R&D and commercial operations. Demonstrated expertise in developing production-scale AI platforms that generate multi-million-dollar business impact, with a strong focus on enhancing pharmaceutical R&D processes, drug development analytics, and clinical intelligence solutions. Committed to leveraging cutting-edge technologies to drive strategic advancements in the industry.

Overview

13
13
years of professional experience

Work History

Advance Data Science Manager

ZS ASSOCIATES
07.2019 - Current

Leadership & Strategic Impact:

  • Lead and mentor a global team of 30+ data scientists, analysts, and consultants across multiple time zones, driving talent development, performance management, and career progression
  • Partner with senior leadership across top pharmaceutical companies to lead AI-driven transformation initiatives spanning drug discovery, clinical trial design & execution, regulatory submissions, and commercial operations
  • Architect and deploy enterprise-grade AI/GenAI platforms supporting end-to-end pharmaceutical R&D workflows, delivering measurable ROI and 30-40% reduction in development timelines
  • Drive multi-million-dollar AI solution portfolios, championing production deployment across drug development lifecycle with proven business impact
  • Establish best practices and methodologies for data science project delivery and excellence


AI Solution Architecture & Delivery:

  • Orchestrate end-to-end development and deployment of production-scale AI solutions spanning 6–18-month development cycles
  • Currently leading development of multiple projects and programs across clients, with key focus on developing GenAI platforms to automate clinical document authoring, and enabling semantic data layers that understand underlying data and enable seamless integration with chatbots, self-serve analytical tools, and other AI applications
  • Productized Smart Clinical Intelligence Chatbot: Developed and deployed AI-powered conversational system serving 1000+ users daily, capable of analyzing queries across business domains and generating answers from both structured data (CTMS systems) and unstructured sources (trial documents, FAQs, domain knowledge)
  • Clinical Trials Knowledge Graph: Architected enterprise-scale knowledge graph using SPOG design principles, integrating multi-source clinical trial data (ClinicalTrials.gov, Citeline, Cortellis) with full data lineage tracking, serving as critical competitive intelligence platform for pharmaceutical R&D
  • Champion enterprise AI governance frameworks ensuring scalability, compliance, and ethical AI deployment across pharmaceutical R&D operations
  • Advanced Data Science Consultant (July 2019 – Dec 2021) → Manager (Dec 2021 – Present)

Lead Data Scientist

WITTYPARROT
10.2014 - 05.2019

Scaled AI Platform Development:

  • Architected and scaled AI-powered knowledge automation platform from prototype to production, serving enterprise clients across different domains
  • Led cross-functional team developing conversational AI, contextual search, and knowledge graph technologies
  • Built production-grade AI systems processing millions of documents and conversations daily with 99.9% uptime

Parsing Engineer

FACTSET RESEARCH SYSTEMS
06.2012 - 08.2014
  • Developed and deployed production-scale NLP pipelines using traditional NLP techniques and regex patterns to extract key financial information from diverse document types
  • Built machine translation systems and language identification algorithms achieving 98% accuracy across 27 languages
  • Developed pipeline to scrape websites and identify (classify) documents and pages containing relevant financial information (such as press releases, earnings releases)

Education

M.Tech - Computational Linguistics

IIIT Hyderabad
Hyderabad
01.2012

B.E. - Computer Technology

KITS, RTMNU Nagpur
Nagpur
01.2010

Skills

Leadership & Strategy: Team Leadership, Business Development, Strategic Planning, Client Relationship Management, Cross-functional Collaboration, Global Team Management

AI Solution Architecture: AI Applications at Scale, Production ML Pipelines, AI Platform Development, MLOps, GenAI Integration, Agentic AI, MCP, Distributed AI Systems

Pharmaceutical R&D Expertise: Drug Discovery Analytics, Clinical Trials Design & Optimization, Regulatory Intelligence, Real-World Evidence, Biomarker Identification, Patient Stratification, Pharmacovigilance AI, Clinical Trial Intelligence, CTMS Integration

Technology Stack:

  • AI/ML Technologies: GenAI, Agentic AI, LLMs/GPT, RAG (Retrieval-Augmented Generation), Prompt Engineering, LLM Finetuning, MCP (Model Context Protocol), NLP (Natural Language Processing), Classical ML, Deep Learning, Transformers, TensorFlow, Scikit-Learn
  • AI Frameworks & Tools: LangChain, LangGraph, Vector Databases
  • Programming & Frameworks: Python, C, Java, Apache Spark
  • Data & Infrastructure: RDBMS, Graph Databases (Neo4j, Neptune), MongoDB, ElasticSearch, AWS, Azure

Accomplishments

  • Successfully architected and scaled AI solutions from proof-of-concept to production deployment across multiple enterprise clients
  • Deployed production AI chatbot serving 1000+ daily users with multi-modal data integration capabilities
  • Built enterprise knowledge graphs processing clinical trial data from 10+ external sources with real-time lineage tracking
  • Delivered AI solutions reduce drug discovery timelines by 30-40% for leading pharmaceutical R&D organizations
  • Recognized for excellence in project delivery and client satisfaction at ZS Associates

Timeline

Advance Data Science Manager

ZS ASSOCIATES
07.2019 - Current

Lead Data Scientist

WITTYPARROT
10.2014 - 05.2019

Parsing Engineer

FACTSET RESEARCH SYSTEMS
06.2012 - 08.2014

B.E. - Computer Technology

KITS, RTMNU Nagpur

M.Tech - Computational Linguistics

IIIT Hyderabad
PRAKHAR GUPTA