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Data Science with less than a year in Machine Learning & Data Analytics
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Assessing your cultural and operational fit
AI Data Science graduate with strong expertise in Machine Learning, Data Analytics, Computer Vision, Natural Language Processing, and Retrieval-Augmented Generation (RAG). Experienced in developing end-to-end AI solutions using Python, SQL, Flask, and modern AI frameworks. Passionate about building scalable, real-world AI applications and data-driven solutions.
MES College of Engineering, Kuttippuram
B.Tech · Artificial Intelligence and Data Science
August 1, 2022 – June 30, 2026
Outrix
Data Science Intern
January 1, 2025 – June 1, 2026
India
Mentora AI
January 1, 2026 – Present
Built an end-to-end AI academic mentoring platform with role-based dashboards for students, tutors, and parents. Integrated multilingual NLP pipelines using Speech-to-Text and Text-to-Speech for real-time voice-based interactions. Applied predictive analytics to monitor student performance trends and trigger early intervention alerts. Deployed via Flask with MySQL backend, supporting multi-user authentication and real-time data processing.
AI Pose Estimation & Curl Tracker
January 1, 2026 – Present
Built a real-time computer vision fitness tracker using MediaPipe pose estimation to count bicep curl reps. Implemented joint-angle analysis to detect incorrect exercise form and provide corrective feedback to users. Tracked rep velocity and range of motion to flag poor posture patterns and reduce risk of workout injury. Deployed via Flask web interface displaying live metrics, rep count, and real-time form feedback on screen.
Sales Data Analytics Dashboard
January 1, 2026 – Present
Engineered a Python data pipeline to clean 5,000+ e-commerce records, resolving missing values and duplicates. Classified bulk orders (>20 units) using a custom flag to isolate outliers from core sales trend analysis. Identified that discounts above 30% caused negative profit margins, driving strategic pricing recommendations.
View ProjectIntroduction to Data Analytics
IBM - Coursera
June 1, 2026 – Present
Introduction to MS Excel
Simplilearn SkillUp
June 1, 2025 – Present
Data Science & Analytics Fundamentals
Agnirva.com
May 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a strong interest in applying AI and data science to real-world problems, aligning well with an innovative and impact-driven culture. The diversity of projects (academic mentoring, fitness tracking, sales analytics) shows adaptability and a broad application of skills. The internship at Outrix indicates a willingness to gain practical industry experience. The NASA award further underscores a proactive and achievement-oriented mindset, suggesting a good cultural fit for a challenging and collaborative environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on complex, multi-faceted problems (Mentora AI, AI Pose Estimation). The internship experience suggests a capacity for structured data handling and reporting. The NASA award highlights problem-solving and innovation. However, without direct assessment data, specific soft skills like teamwork, leadership, or stress handling cannot be definitively evaluated.