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AI Research Engineer with less than a year in Machine Learning, Data Analysis, and Technical Writing
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Assessing your cultural and operational fit
Research-driven BCA student (5th semester) with a published, peer-reviewed paper in applied machine learning and a track record of converting analytical curiosity into rigorous, evidence-based findings. Seeking a Research Analyst / R&D role to apply structured experimental design, data-driven methodology, and technical writing to real research problems.
Rani Chennamma University
Bachelor of Computer Applications (BCA) · Computer Applications
August 1, 2024 – June 30, 2027
Library Attendance & Identification System
June 1, 2026 – Present
Led design and deployment of a real-time ID-scan-based identification system, generating a live attendance dataset. Currently in production use at the college library, demonstrating ability to move research-grade thinking into a working, adopted solution. Took the system from concept through build, deployment, and live adoption independently.
Mall Customer Segmentation using K-Means Clustering
June 1, 2026 – Present
Conducted foundational research using Python, Pandas, Matplotlib, and Scikit-learn to apply unsupervised machine learning for extracting behavioral insights from raw transactional data, contributing to subsequent published work.
MediLink - AI-Powered Telemedicine System
June 1, 2026 – Present
Proposed and scoped a multilingual AI telemedicine concept to address real-world healthcare access gaps, utilizing Python, Flask, and Google APIs. Researched and designed an AI-driven symptom checker to flag critical cases for automatic ambulance dispatch. Outlined a comprehensive consultation framework with real-time doctor tracking, integrated video consultations, and digital patient history management.
IDE 5-Day Bootcamp, Edition 3, Phase 1
AICTE (Innovation & Design Entrepreneurship)
June 1, 2026 – Present
Power BI - Advanced Level
Unknown
June 1, 2026 – Present
Advanced Excel for Data Analysis
Unknown
June 1, 2026 – Present
Investment and Securities Certification
Unknown
June 1, 2026 – Present
Hackathon Participant
SGBIT College | Gogate College | Jain College
June 1, 2026 – Present
AI-Based Customer Intelligence for Smarter Retail Decision Making Using Unsupervised Learning
International Journal of Innovative Research in Technology (IJIRT)
April 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects and published research demonstrate a strong interest in applying AI/ML to solve real-world problems, which aligns with an AI Research Engineer role. Participation in hackathons and an IDE bootcamp indicates a proactive and collaborative mindset. The diversity of projects, from customer segmentation to telemedicine and real-time identification systems, shows a broad interest in AI applications. However, the lack of professional experience and the academic nature of all projects suggest a need for mentorship and integration into a professional research environment.
Soft Skills & Operational Fit
The candidate demonstrates strong soft skills in literature review, evidence-based problem framing, technical writing, and academic publication. They show a passion for exploring unstructured problems and innovative thinking, which aligns well with a research-oriented role. The ability to take a project from concept to deployment independently (Library Attendance System) indicates good operational fit and self-sufficiency.