Jul 2023 – Aug 2023 · 1 mo · Chennai, Tamil Nadu, India · Remote

• Researched innovative approaches for natural-language querying (NLQ) and reviewed comparable products/solutions to support early-stage product direction.
• Supported initial implementation planning for SQL Server replication and contributed to understanding replication modes, sync behavior, and reliability considerations.
• Assisted with data synchronization tasks and validation checks to improve data consistency during setup.
• Documented findings, technical notes, and next steps for the team to accelerate iteration and decision-making.
• Skills: SQL Server, Data Synchronization, Technical Research, Documentation, Collaboration

Jul 2022 – Sep 2022 · 2 mos · Tiruchirappalli, Tamil Nadu, India · On-site

• Built and evaluated baseline machine learning models (regression/classification) using Python and scikit-learn on structured datasets.
• Performed exploratory data analysis (EDA), cleaning, and feature preparation using Pandas; created visual insights using Seaborn/Matplotlib.
• Compared model performance using appropriate evaluation metrics and cross-validation; documented improvement areas and next experiments.
• Strengthened understanding of end-to-end ML workflows: data → preprocessing → modeling → evaluation → insights.
• Contributed to a project involving AI integration and SAP-related workflows by supporting analysis and documentation tasks.
• Skills: Python, Pandas, scikit-learn, EDA, Model Evaluation, Cross-Validation, Data Visualization

Jan 2022 – Mar 2022 · 2 mos · Guindy, Tamil Nadu, India

• Built and maintained a structured database of potential sponsors to improve outreach efficiency for technical/coding events.
• Supported sponsor outreach and follow-ups with clear tracking, coordination, and communication to improve engagement.
• Assisted in planning and executing a coding event, coordinating with team members to ensure smooth delivery.
• Strengthened stakeholder communication, teamwork, and event execution skills in a fast-paced student-led environment.
• Skills: Stakeholder Management, Outreach, Event Coordination, Communication, Team Collaboration

Apr 2021 – Jun 2021 · 2 mos · Tiruchirappalli, Tamil Nadu, India · On-site

• Worked as Intern at TREC-STEP, India’s first Technology Business Incubator promoted by the Department of Science and Technology, Government of India and also supported by the Atal Innovation Mission, NITI Aayog.I supported the Senior Management team of TREC-STEP is developing the following two funding Proposals for International Agencies:
• 1. Worked for the European Union Horizon 2020 Call for proposal on ‘Integrated Local Energy Systems’.
• 2. The Proposal, ‘Responsible Artificial Intelligence RAI’ for CIFAR-Canadian Institute for Advanced Research- Solution Network, Canada-Start-ups Responsible Artificial Intelligence Support and Enabling System ( STAR RAISE)’.
• Coordinated incubation-related activities and site visits under the guidance of senior staff
• Participated in startup meetings, documentation tasks, and funding data research
• Prepared reports and supported execution of ecosystem-building programs (climate innovation, gender inclusion)
• Gained organizational awareness and early insights into business incubation and research