R
Rakshith AVR
About
Detail
Bengaluru, Karnataka, India
Résumé
Jobs
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- SSoftware DeveloperSulekha.comMay 2024 - Sep 2025 (1 year 5 months)As a Software Developer, I developed a RAG-based AI Agent chatbot, leveraging NLP for data standardization, vector embedding (Zilliz/Milvus), and LLM integration to provide accurate user responses with a web search tool as a fallback. I engineered an ETL pipeline for over 500K records to enhance entity extraction and efficient information retrieval from the vector database. Additionally, I implemented scalable deployment on Azure Function Apps for logging and monitoring, while storing conversational data in SQL Server for analytics. I created a Power BI dashboard by extracting and transforming data from PostgreSQL and MS SQL using SQL queries, visualizing lead counts from WhatsApp campaigns across multiple categories. This enabled real-time
- SData Analyst InternSulekha.comFeb 2024 - May 2024 (4 months)Developed a classification model using Python to accurately identify user intent from query data, categorizing inputs across 7 distinct entities. Designed and implemented an ETL pipeline to extract, transform, and load SEO search term data into SQL databases, enhancing data reliability and accessibility. Built dimensional fact tables in PostgreSQL and leveraged Power BI to perform detailed analysis, driving decisions, and optimizing user experience.
Data Analyst InternSortlyJun 2022 - Jul 2022 (2 months)Analyzed and created multiple Dashboards and Real User Monitoring (RUM) events using Datadog software and generated metrics from Log events, improving customer service by 10%. Generated latency profiles for backend APIs by mapping endpoints to resource names using Python and consolidated API distribution panels into JSON format for seamless integration with Datadog.
Education
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- AAdvanced Professional and Master Data Science ProgramJan 2023 - Jun 2023 (6 months)Skills: Python, Pandas, NumPy, SQL, Probability and Statistics, Data Science, Machine Learning, Data Visualization using Python
- NB. Tech, Mechanical EngineeringNational Institute of Technology, TrichyJan 2019 - Jan 2023 (4 years 1 month)CGPA: 7.75/10.0
- MClass XIIMaharishi Vidya Mandir, Senior Secondary School, ChennaiApr 2018 - Apr 2019 (1 year 1 month)All India Senior School Certificate Examination (CBSE)Percentage: 91/100
Projects (professional or personal)
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- EE-Commerce SegmentationJan 2024Applied K-Means & Silhouette Scores for customer clustering to drive business decisions.
- PPhonePe Pulse DashboardNov 2023 - Dec 2023 (2 months)Extracted & visualized JSON data via Streamlit for geo-visual insights across India.