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AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Knowledge-Retrieval-System-Clearfeed-ML-Task
November 20, 2024 – November 23, 2024
A machine learning-based retrieval system for searching and ranking Clearfeed documentation URLs in response to user queries, with the option for answer generation using LLMs.
View ProjectIndustrial-Tool-Anomaly-Detection
July 29, 2024 – July 29, 2024
Industrial-Tool-Anomaly-Detection — GitHub repository
View ProjectShip-Detection-in-SAR-Images
February 9, 2024 – June 1, 2024
Ship Detection in SAR Images: A repository for analyzing, training, and testing ship detection models using Synthetic Aperture Radar (SAR) images.
View ProjectTask-Management-System
January 24, 2024 – January 24, 2024
Task-Management-System — GitHub repository
View ProjectMaatrika_Portfolio.github.io
January 16, 2024 – January 17, 2024
Find my recent project works on my portfolio. If you like what you see, star it!
View ProjectStreamlit_chatbot_llama2
November 6, 2023 – December 27, 2023
Streamlit_chatbot_llama2 — GitHub repository
View ProjectLunar-Terrain-Understanding-And-Autonomous-Navigation
October 23, 2023 – June 22, 2024
By employing the UNet-VGG architecture, we improve terrain understanding, enabling safer and more efficient lunar rover navigation, paving the way for advanced lunar exploration.
View ProjectIntrusion-Detection-System
October 21, 2023 – August 23, 2024
This project demonstrates the development of an intrusion detection system using machine learning techniques such as LSTM and CNN to safeguard networks against malicious activities and cyber threats.
View ProjectSocial-Network-Analysis-Facebook
August 12, 2023 – August 13, 2023
Utilized Social Network Analysis to explore Facebook data, identifying key individuals, and visualizing network patterns to gain insights into online social connections and interactions.
View ProjectContainer-Liquid-Level-Detection
June 18, 2023 – August 15, 2023
This project aims to develop an automated system for segmenting containers based on liquid levels. By detecting variations and errors in the levels, the system predicts if a bottle is accepted or rejected, ensuring accurate quantification and quality control on a conveyer belt.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, focusing heavily on machine learning and data science. While this aligns with a Data Scientist role, the lack of diverse project types (e.g., open-source contributions, team projects, projects outside ML/DS) and limited technology stack beyond Python and Jupyter Notebook suggests a potentially narrow exposure to different work environments or collaborative development practices. The absence of professional experience makes it challenging to assess cultural fit comprehensively.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a focus on problem-solving through machine learning. However, without psychometric test results or interview data, it is not possible to assess soft skills like teamwork, communication, or stress handling. The operational fit is difficult to determine without more information on work experience or collaborative projects.