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Data Science with less than a year in AI & ML
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Assessing your cultural and operational fit
Analytical and detail-oriented Computer Science graduate (2026) specializing in AI & ML, with a strong foundation in data extraction, statistical analysis, and predictive modeling. Proficient in transforming complex datasets into actionable business insights using Python, SQL, and data visualization tools. Eager to leverage programming expertise and data-driven problem-solving methodologies to contribute effectively as a Data Analyst.
Nadimpalli Satyanarayana Raju Institute of Technology
B.Tech · Computer Science & Engineering (AI & ML)
August 1, 2022 – June 30, 2026
Hayagriva Junior College
Board of Intermediate Education
June 1, 2020 – May 31, 2022
SFS School
Board of Secondary Education
June 1, 2019 – May 31, 2020
APSSDC
Web Development Intern
April 1, 2025 – June 30, 2025
India
Demy Software Solutions
Cloud & DevOps Intern
June 1, 2024 – July 31, 2024
India
Personalized Nutrition Recommender System (Final Year Project)
January 1, 2025 – December 31, 2026
Engineered an automated pipeline feeding real-time user metrics to Gemini 2.0 API using structured prompt parameters and exclusion matrices. Performed strict quality audits on text outputs, validating grammar and rubric alignment to systematically resolve hallucinations.
Library Management System
January 1, 2024 – December 31, 2024
Structured a centralized database with a granular taxonomy to label thousands of technical records, maintaining high data integrity. Built a secure dual-role web dashboard using Django and Python for inventory tracking and role-based catalog access control.
AI for Everyone
DeepLearning.AI
June 1, 2026 – Present
The Complete Python Course
Unknown
June 1, 2026 – Present
Frontend for Java Full Stack Development
Unknown
June 1, 2026 – Present
Introduction to HTML & CSS
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects and internships show a breadth of interests from web development to cloud/DevOps and AI/ML. The 'Personalized Nutrition Recommender System' project aligns well with a data science target role, demonstrating initiative in applying AI/ML concepts. However, the overall experience is primarily academic and internship-based, with limited exposure to diverse team environments or complex organizational structures, which might impact cultural fit in a fast-paced, senior-level corporate setting without further validation.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to perform quality audits, validate outputs, and maintain data integrity, suggesting attention to detail and a methodical approach. Experience in monitoring task statuses and escalating technical blocks points to good operational awareness. The objective statement highlights an analytical and detail-oriented nature, eager to leverage problem-solving methodologies.