Advik Aditya Singh

Professional

Experience

3+ years of experience in building data and GenAI foundations behind commercial decisions at a Fortune 500 biopharmaceutical company, preceded by internships across telecom, SaaS, academic research and machine learning.

AbbVie Inc. logo

AbbVie Inc.

Sep 2024 - Jun 2025

Gen AI Engineer - Technology Lead, Generative AI

Business Intelligence & GenAI · Chicago, IL

  • Cut marketing campaign production costs by 75% (from $20K to $5K per campaign) for the Rheumatology franchise by leading the pilot of an AI-driven content platform, enabling brand teams to launch compliant campaigns faster and at scale.
  • Unified commercial performance visibility across 5+ franchises for senior brand leadership by leading a commercial-organization-wide analytics initiative spanning 20B+ records of sales, marketing and field engagement data.
  • Shipped a natural-language-to-SQL query tool using LLM prompt engineering, schema-aware retrieval and query validation guardrails, cutting complex query generation from hours to under 10 seconds.
  • Accelerated GenAI product launches by 4 weeks by driving alignment among engineering leads on shared development standards, eliminating redundant work across teams.
AbbVie Inc. logo

AbbVie Inc.

Jun 2022 - Sep 2024

Associate Data Engineer - Analytics Engineering Consultant

Commercial Analytics · Chicago, IL

  • Delivered $14M annualized revenue uplift ($2.5M incremental) for BOTOX Therapeutics by building the data foundation for an internal ML solution that outperformed a legacy model; recognized with AbbVie's Therapeutic Business Unit Award.
  • Contributed to a 5% lift in new prescriptions for a major immunology brand by leading the analytics engine behind the Next Best Action program across 11 brands.
  • Served as data consultant to Digital Brand Teams across Immunology and Neuroscience, delivering 600+ features across omnichannel analytics use cases.
  • Led a large-scale platform migration for the HCP recommendation engine supporting 11 brands, owning stakeholder communication and sequencing to ensure uninterrupted field execution.

Internships at a glance

Early roles across engineering, sales, research and machine learning that shaped my cross-functional perspective.

Sphere Soft Solutions logoAug 2020 - Sep 2020

Machine Learning Intern

Sphere Soft Solutions

Remote / Hyderabad, India · Software Services

  • Built and evaluated machine-learning models on real client datasets, translating business questions into predictive workflows.
  • Strengthened hands-on skills in Python, feature engineering and model validation before moving into enterprise analytics roles.
National University of Singapore logoJun 2019

Academic Intern - Data Science

National University of Singapore

Singapore · Academic Research

  • Worked on applied data science research, building models and analyses under faculty supervision.
  • Strengthened the statistical and programming foundation later applied to enterprise analytics work.
Meltwater logoNov 2018 - Dec 2018

Sales Consulting Intern

Meltwater

Bengaluru, India · Media Intelligence & SaaS

  • Supported the consulting and sales motion through prospect research, market analysis and client-facing preparation.
  • Built familiarity with SaaS commercial workflows and how data products create measurable client value.
Vodafone logoJun 2018

Network Engineering Intern

Vodafone

New Delhi, India · Telecommunications

  • Supported core network engineering operations, working alongside engineers on performance monitoring and troubleshooting of cellular network infrastructure.
  • Translated raw network performance data into clear reporting for engineering stakeholders.