Asetti Peadeep

Asetti Peadeep

Data Analyst Intern
India
Telugu, English
Internship Work from Home

About Me

IIT graduate with hands-on experience in Python-based data analysis, machine learning, and AI-powered application development. Skilled in building predictive models, conducting exploratory data analysis, and developing i…

Experience

Data Analyst Intern

Aishwi Technologies · Amalapuram , Andhra Pradesh , India
Jul 2025 - Oct 2025 · 3 months

<p>Performed data cleaning and quality audits on a ~40,000-record hospital admissions dataset, identifying missing values, duplicates, and illogical/negative Length of Stay (LOS) entries.</p><p> Conducted exploratory data analysis and correlation analysis across 39+ clinical, operational, and social-determinant features to surface trends in patient outcomes, cost, and readmission risk.</p><p> Found a 30-day readmission rate of ~14.87% and a right-skewed LOS distribution (median ~2.79 days), insights that informed the team's shift toward non-linear, ensemble-based modeling.</p><p> Assisted teammates in testing and validating predictive models (Logistic Regression, Random Forest) for LOS and readmission risk as part of a 10-member team, the readmission model reached 94.77% AUC.</p>

AI Developer Intern

Edunet Foundation · Amalapuram , Andhra Pradesh , India
May 2025 - Jun 2025 · 1 month

<p>Developed a conversational AI chatbot using Cohere LLMs to answer user queries from custom knowledge sources.</p><p> Implemented Retrieval-Augmented Generation (RAG) with FAISS vector embeddings to deliver context-aware, accurate responses.</p><p> Applied prompt engineering techniques to manage conversation flow, tone, and multi-turn continuity.</p><p> Built and deployed a Flask-based web application with voice-enabled interaction via Speech-to-Text integration.</p><p> Ensured system reliability through session management and rate limiting using Flask-Limiter.</p>

Skills

Python SQL Pandas NumPy EDA Feature Engineering Logistic Regression Random Forest Predictive Modeling Matplotlib Plotly Dashboards Cohere LLMs Retrieval-Augmented Generation (RAG) FAISS Prompt Engineering Flask Flask-Limiter
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