HR Policy Chatbot using GenAI
Summary
Developed a voice-enabled HR chatbot to provide semantic search and context-aware Q&A over structured and unstructured HR policy data.
About
Recent Computer Science graduate specializing in AI and Data Analytics, leveraging a strong foundation in Generative AI, Machine Learning, and Big Data technologies. Proven ability to translate complex data into actionable insights and automate processes, demonstrated through three impactful internships. Eager to apply project skills and hands-on experience in building scalable data solutions and enhancing operational efficiency in a dynamic, full-time role.
Work
Desicrew Solutions Pvt Ltd
|Data Science Intern
Chennai, TN, India
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Summary
As a Data Science Intern, led the development of scalable data enrichment pipelines and unified financial data dashboards to enhance data completeness and decision-making for over 100K companies.
Highlights
Engineered a scalable data enrichment pipeline using Python, BeautifulSoup, LangChain, and Gemini LLM to auto-fill 25+ attributes for over 100K companies, enhancing data completeness and traceability.
Automated multi-source data extraction from websites and PDFs with advanced retry logic and LLM-driven parsing, enriching datasets with critical insights on management, subsidiaries, and financials to support robust due diligence workflows.
Integrated accounting data from 9 companies over 4 years (Xero, Clearbooks, Kashflow) into a unified, interactive Power BI dashboard, enabling centralized financial visualization and analysis.
Designed and implemented dynamic filters for detailed P&L, Balance Sheet, AR, and AP visualization, automating consolidation and validation of financial statements to reduce manual effort and improve accuracy for stakeholders.
Schneider Electric
|Data Analyst Intern
Karnataka, KA, India
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Summary
As a Data Analyst Intern, implemented automation solutions to streamline quality assessment and significantly improve operational efficiency and dashboard accuracy.
Highlights
Automated manual quality checks for data assessment, significantly reducing processing time and ensuring only critical defects required human intervention.
Boosted operational efficiency by achieving a 0.5 FTE benefit through the implementation of automation, optimizing key operational processes.
Ensured high accuracy and reliability of data results by performing rigorous quality checks for QARE and Think Tank dashboards.
Kryptos Infotech LLP
|Data Analyst Intern
Chennai, TN, India
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Summary
As a Data Analyst Intern, developed a comprehensive CRM dashboard and data model, integrating diverse data sources to enhance sales performance tracking and provide valuable business insights.
Highlights
Developed a CRM Template Dashboard, integrating data via API to effectively track leads, opportunities, and orders, enhancing sales pipeline visibility.
Designed and implemented a robust data model using the Common Data Model, integrating Power BI dashboards into Dynamics 365 for comprehensive data analysis.
Improved sales performance tracking by monitoring salesperson performance and CRM metrics through advanced dashboard features, providing actionable insights for strategic sales management.
Education
IIT Madras
Chennai, Tamil Nadu, India
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Bachelor of Science
Data Science
Sri Ramachandra Engineering and Technology
Chennai, Tamil Nadu, India
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B.Tech.
Artificial Intelligence & Data Analytics
Languages
English
Certificates
Microsoft Azure AI Fundamentals
Issued By
Microsoft
Microsoft Azure Fundamentals
Issued By
Microsoft
Microsoft Azure Data Fundamentals
Issued By
Microsoft
Skills
Programming Languages
Python.
Web Scraping
BeautifulSoup.
Large Language Models (LLMs)
GPT-3.5 Turbo, GPT-40, OpenAI API, LLAMA, Falcon, Mistral, Gemini.
Generative AI Frameworks
Langchain, LangGraph, RAG, Hugging Face.
Machine Learning
Machine Learning Algorithms, Perceptron, Logistic Regression, Multinomial Naive Bayes, AdaBoost, Sentiment Analysis.
Big Data Technologies
Hadoop (beginner), Spark (beginner).
Cloud Platforms
Google Cloud Platform (GCP), AWS (beginner).
Vector Databases
FAISS, Pinecone.
Real-Time Data Processing
Kafka (beginner familiarity).
Version Control
Git, GitHub.
Data Visualization
Power BI, Tableau, Excel.
Databases & Query Languages
SQL.
Analytical Skills
Analytical, Critical Thinker.
Teamwork & Collaboration
Team Player, Collaborator.
Communication
Communicator.
Projects
Machine Learning Capstone: Sentiment Analysis
Summary
Executed a comprehensive sentiment analysis project on movie reviews using Python, applying various ML models and optimizing performance.