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Data Science
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Assessing your cultural and operational fit
M.Tech Data Science scholar at RIT Kottayam Skilled in machine learning, predictive modeling, and data-driven decision making. Experienced in feature selection, classifier optimization, and building custom models to solve real business challenges. Committed to inclusion and collaboration, with strong leadership potential and a continuous drive to innovate through AI.
RAJIV GANDHI INSTITUTE OF TECHNOLOGY
M.Tech · Data Science
July 1, 2025 – Present
Vedavyasa Institute Of Technology
B.Tech · Computer Science
January 1, 2018 – January 1, 2022
Luminar Technolab
Data Science Intern
March 1, 2024 – November 1, 2024
Kozhikode, Kerala, India
Kalifo Technologies
IT Junior Developer
December 1, 2022 – January 1, 2024
Kozhikode, Kerala, India
PrivSumAI - Privacy-Preserving Document Summarizer
January 1, 2026 – Present
M.Tech Mini Project | RIT Kottayam Edge-AI. NLP Built a fully offline, privacy-first document summarizer using Google Gemma 3 4B with 4-bit NF4 quantization, running on a local GPU without any cloud dependency. - Built a Streamlit dashboard with section-aware PDF extraction and anti-hallucination prompting
View ProjectNeuralColorizer
January 1, 2026 – Present
M.Tech Course-Project | Deep Learning & Computer Vision • Technologies Used: Python, Deep Learning, CNNs, Self-Attention, CIE LAB Color Space, Streamlit, CUDA • Developed a custom Convolutional Neural Network (CNN) application to automatically restore realistic colors to grayscale landscape photographs. • Engineered a Self-Attention bottleneck and implemented a CIE LAB color space pipeline to preserve image luminance and prevent color bleeding.
View ProjectLaptop Price Prediction
January 1, 2024 – January 1, 2024
• Collected and analyzed sales data to identify trends across store branches. • Developed interactive dashboards to track revenue performance. • Technologies: Python, pandas, Power BI, SQL
View ProjectData Science
Luminar Technolab
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a strong interest in cutting-edge AI/ML topics, including privacy-preserving AI and computer vision, which aligns with an innovative and research-oriented culture. The mention of collaboration in Agile teams suggests a team-player mindset. However, without psychometric test results, a deeper analysis of cultural fit is not possible.
Soft Skills & Operational Fit
The candidate's resume highlights problem-solving, communication, and adaptability as soft skills. Collaboration in Agile teams using Git is also mentioned, indicating operational fit for team-based development. However, the assessment data does not include results for psychometric or English tests, making a comprehensive evaluation of soft skills and operational fit difficult.