
One project at a time? Never.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
cbitosc
Data Scientist
June 20, 2026 – Present
py-virtualippusb
July 3, 2025 – July 19, 2025
This repository is a python implementation of virtual IPP over USB device using the USB/IP protocol
View Projectmindscape
November 10, 2024 – Present
Mindscape is a mental wellness platform providing tools for peer support, mood tracking, and self-care, empowering users to connect, reflect, and grow.
View Projectcbit-hacktoberfest24
September 30, 2024 – February 22, 2025
cbit-hacktoberfest24 — GitHub repository
View ProjectPaperChat
June 11, 2024 – April 23, 2025
PaperChat is an AI-powered chat application designed to handle PDF documents through a user-friendly interface. Users can upload PDF files, ask questions related to the content within those documents, and receive responses generated using advanced natural language processing (NLP) techniques.
View ProjectMedRaga
May 30, 2024 – June 5, 2024
MedRaga is a medical assistance application aimed at providing accurate and personalized medical information to healthcare professionals. It uses RAG technology to retrieve the latest medical research from trusted sources, augment it with patient data, and deliver personalized diagnoses and treatment plans.
View ProjectCultural Fit Analysis
The candidate's portfolio of personal projects demonstrates a proactive and self-driven approach, which can be a strong cultural fit for innovative and fast-paced environments. The projects cover a range of applications from AI/ML to web development, indicating versatility and a willingness to explore different domains. However, the lack of team-based projects or contributions to open-source beyond basic GitHub repositories makes it difficult to assess collaboration skills directly. The experience level is listed as 0, and the current role has a future start date, suggesting this candidate is very early in their professional journey. This might require a culture that supports mentorship and growth for junior talent.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to conceptualize and execute ideas, suggesting initiative and problem-solving skills. The diversity of projects, including a mental wellness platform and a medical assistance application, hints at an interest in applying technical skills to real-world problems. However, without specific assessment scores for communication or psychometric tests, it is difficult to fully assess soft skills like teamwork, stress handling, or direct communication clarity. The candidate's current role as a 'Data Scientist' at 'cbitosc' (though with a future start date) aligns with the target role, indicating a clear career path.