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M.Sc. Data Science | Produces Data-Driven Solutions | NLP , AWS and Machine Learning
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University Of Surrey
Data Scientist
June 21, 2026 – Present
Prompt-Enhancer-Privacy-Policy
November 10, 2025 – November 10, 2025
Prompt-Enhancer-Privacy-Policy — repository
View ProjectFinancial-Dashboard
November 9, 2025 – Present
A real-time financial dashboard for tracking NVIDIA (NVDA) stock performance with automated data pipelines, template-based market summaries, and technical analysis indicators.
View ProjectWeather_Data_ETL
May 20, 2025 – May 21, 2025
A Dockerized ETL pipeline project that uses Astro and Apache Airflow to extract weather data from the OpenWeather API, transform it, and load it into a PostgreSQL database. Built as a personal project to demonstrate data engineering and orchestration skills.
View ProjectAI_Powered_PDF_ChatBot
March 25, 2025 – March 25, 2025
A Streamlit application that allows users to interactively ask questions about the content of uploaded PDF documents. The project leverages advanced language models (GPT-4O via OpenAI), LangChain for chain management and prompt handling, FAISS for vector storage, and PyPDF2 for PDF text extraction.
View ProjectAI_Powered_Job_Search_Assistant
March 20, 2025 – March 20, 2025
AI-Powered Job Search Assistant leverages LangChain, OpenAI, and Streamlit for an enhanced job search experience. It scrapes LinkedIn for job listings, fetches detailed profiles, and provides insights on required skills, CV keywords, and role expectations. Easily customizable and user-friendly.
View ProjectLangchain_Basic_Chatbot
March 17, 2025 – March 17, 2025
Entering into the world of RAG and LLMops , First Step of creating a Chatbot using LangChain
View ProjectPranava-Kailash.github.io
September 22, 2024 – December 4, 2025
Portfolio of Pranava Kailash
View ProjectPranava-Kailash
September 17, 2024 – Present
AboutME for Pranava Kailash Subramaniam Prema
View ProjectCyNER_2.0_API
September 1, 2024 – September 11, 2024
CyNER 2.0 is an advanced Named Entity Recognition (NER) application designed to identify Cybersecurity enitites. Link to Deployment Below
View ProjectThe-Annotator
August 27, 2024 – August 27, 2024
The system is composed of several Python scripts that interact to read, annotate, and save the processed NER data. Designed on KISS (Keep It Stupid Simple) principle.
View ProjectCultural Fit Analysis
The candidate shows a strong inclination towards personal projects, demonstrating initiative and a passion for data science and AI. The diversity of projects, from NLP to financial dashboards and ETL pipelines, suggests adaptability and a broad interest in different data domains. The target role of 'Data Scientist' aligns well with the candidate's project portfolio, particularly those involving AI, LLMs, and data processing. The current experience as 'Data Scientist' at University Of Surrey, though with a future start date, further reinforces role alignment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies, which suggests a good operational fit for roles requiring continuous skill development. However, without psychometric test results or interview data, it's difficult to assess specific soft skills like teamwork or stress handling.