Shikhar G.

Key Skills

Software

Other

Top Subject Matter

Healthcare technology (EMR/EHR) implementation and research evidence synthesis

Digital marketing analytics and performance optimization

Finance research: behavioral biases and subprime crisis

Top Data Types

Text

Image

Video

Top Task Types

Data Collection

Freelancer Overview

Product Management and Research Intern (Summer 2025). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, IIT Bombay (2025) and Professional Certificate, University of Virginia. AI-training focus includes data types such as Text and Image and labeling workflows including Data Collection.

Labeling Experience

Product Management and Research Intern (Summer 2025)

OtherTextData Collection

Conducted a structured literature review of healthcare EMR/EHR implementation evidence across multiple studies, synthesizing findings relevant to successful adoption factors. The work involved reviewing and extracting relevant textual information from research papers to support cost-benefit analysis and context-specific understanding. This is treated as AI/data-research preparation through curated textual evidence extraction rather than manual annotation of model outputs. • Reviewed 28 high-quality research papers. • Extracted and synthesized cost-benefit and implementation success factors from the literature. • Compared lessons from developed-country healthcare technology rollouts. • Produced research insights for a product management and research internship context.

2025 - 2025

Human–Computer Interface Project (Course Project, Spring 2024)

OtherImageData Collection

Participated in a human-computer interface design course project focused on identifying design problems faced by elder people who use photo/video sharing apps. The team gathered and created documentation artifacts such as prototypes and photo/video documentation to support the design research process. This is captured as data collection for design research, involving organizing visual evidence and study materials. • Conducted team-based design-process research about elder users’ needs. • Created prototypes and supporting documentation including video and photo materials. • Explored user-centered problem framing for a photo/video sharing context. • Collaborated on project deliverables for the design course.

2024 - 2024

FinSearch Project, Finance Club, IITB (Summer 2024)

OtherTextData Collection

Researched investment behavior and investor decision-making processes by examining real-world stock selection and behavioral biases. The work involved studying historical and conceptual data surrounding the subprime crisis to understand how biases affect investment decisions. This is captured as AI/training-adjacent data research through structured textual investigation of finance concepts and decision factors. • Studied stock selection via investor/investment processes in real settings. • Investigated behavioral biases influencing investment decisions during the subprime crisis. • Analyzed the impact of crisis-driven behavioral factors on decision-making. • Connected learned insights to finance club project outcomes.

2024 - 2024

Marketing Intern / Campus Manager / Team Lead (Remote) (Summer 2023)

OtherTextData Collection

Performed quantitative analysis and strategy planning tasks that relied on interpreting engagement metrics and optimizing content promotion, which can be considered data-driven preparation. While not explicit data labeling, the role involved working with campaign performance data to inform decisions and operational workflows. This experience is captured as AI/data research support involving structured analysis of textual and performance-related information. • Devised YouTube promotion strategies using Excel-based quantitative analysis. • Measured and targeted engagement growth from 100 to 4000 subscribers in 2 months. • Coordinated a distributed team and oversaw daily workflows. • Managed campus marketing operations remotely as part of team leadership.

2023 - 2023

Education

Work History