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Assessing your cultural and operational fit
CDACINDIA
Data Scientist
June 18, 2026 – Present
GenAI_Exploration
June 13, 2025 – July 31, 2025
🧠 Exploring Generative AI — This repo is my personal learning log where I dive into GenAI concepts, tools, and models. From prompts to projects, I’ll be pushing experiments, notes, and ideas as I learn. A growing collection of everything I discover on my journey into the world of Generative AI.
View ProjectData_Cleaning_Project
February 19, 2025 – February 19, 2025
"Interactive Data Cleaning Project" Dive into hands-on data cleaning with various datasets! 🚀 This project explores key techniques such as: ✅ Handling missing values (imputation & removal) ✅ Removing duplicates & inconsistencies ✅ Standardizing formats (dates, text, numbers) ✅ Fixing outliers & incorrect data entries ✅ Parsing & splitting columns
View ProjectPython-Coding-Playground
February 13, 2025 – February 22, 2025
"Python Coding Playground" 🐍🚀 Welcome to my Python coding journey! This repository is a collection of my hands-on Python practice, covering a variety of topics and challenges. Whether you're a beginner or an experienced coder, you'll find useful scripts and concepts here. 🔹 What's Inside? ✅ Fundamental Python concepts (loops, functions, OOP, et
View ProjectSpeech_Diarization
February 4, 2025 – February 16, 2025
A Speech Diarization system that processes WAV files, extracts MFCC features, generates X-vectors/i-vectors, clusters speakers using AHC or Spectral Clustering, and transcribes speech using ASR models (Wav2Vec2, Whisper, DeepSpeech) while minimizing Diarization Error Rate (DER).
View ProjectElection_results_predictor
January 8, 2025 – January 8, 2025
Election_results_predictor — GitHub repository
View ProjectCultural Fit Analysis
The candidate's personal projects show initiative and a self-driven learning approach, which can be a positive cultural fit. The diversity of projects (GenAI, data cleaning, speech diarization, election prediction) indicates a broad interest within the data science domain. However, the lack of team-based projects or contributions makes it difficult to assess collaboration and broader cultural alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.