EXPERIENCE
Research Scientist
Karlsruhe Institute of Technology (KIT) , Germany
July 2021 – Present
Led research and development projects involving graph neural networks (GNNs), achieving significant improvements in data representation and interpretability. Managed collaborations with cross-functional teams, defining research objectives, optimizing project timelines, and meeting strategic goals.
Developed an AI-driven solubility prediction model that reduced prediction time from 1–2 days to just seconds, enabling chemists to accelerate compound screening and decision-making processes by over 95%.
Utilized advanced ChemBERT models, Message Passing Neural Networks (MPNNs), and physical property datasets to achieve an accuracy improvement of 4%.
Enhanced research productivity by integrating the model into an interactive Streamlit framework, providing real-time visualization and user-friendly interaction for chemists.
Sourced and analyzed 30,000 solubility datapoints from PubChem, leveraging extensive datasets to train and validate predictive models
Data Analyst
Ambiguous Solutions Pvt. Ltd. , India
Dec 2014 – Sept 2018
Data Collection and Cleaning: Collected and processed datasets of up to 50,000+ records from diverse sources, ensuring 100% accuracy and consistency through thorough cleaning and preprocessing.
Data Analysis and Interpretation: Conducted in-depth analysis of datasets using statistical tools, uncovering trends that improved operational efficiency by 15% and increased revenue by 10%.
Data Visualization: Designed 10+ interactive dashboards and 50+ visual reports using Tableau and Power BI, enabling stakeholders to make informed decisions faster by 30%.
Collaboration: Partnered with 5+ cross-functional teams, translating business requirements into actionable data insights that optimized processes and improved team productivity by 20%.
Performance Monitoring: Developed and tracked 25+ KPIs, leading to a 12% improvement in overall business performance by identifying inefficiencies and suggesting optimizations.
Project Manager
RSMRS Pvt Ltd , India
July 2011 – Nov 2014
Project Management: Led the full lifecycle of 10+ research projects across 5+ locations, ensuring on-time delivery and staying within budgets of up to $1M per project.
Team Supervision: Supervised 20+ cross-functional team members, fostering collaboration and achieving 95% on-time completion rate for all assigned tasks.
Deliverable Quality: Maintained a 98% quality standard for project deliverables by employing data-driven decision-making and conducting thorough analyses at every project phase.
Process Optimization: Improved operational efficiency by 15% through streamlining workflows and implementing task delegation strategies tailored to team strengths