aman
Data ScientistMumbai, Maharashtra, IndiaMember since June 16, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
global-weapons-tracker
May 23, 2026 – Present
Aggregator tool to study global weapons production and flow 🕊️
View Projectclimate-ai-research-summaries
April 16, 2026 – Present
Summaries of research in climate, geoscience, and climate-adjacent applications of AI
View Projectglobal-data-toolkit
January 4, 2026 – Present
Python package for simplifying usage of global datasets by exposing interfaces such as data loaders
View Projectbiases-in-image-caption-generation
February 26, 2022 – November 21, 2025
Encoder-decoder-attention model, analysis, and report used to analyze bias in image caption generation systems 🕵
View Projectclassical-music-generation
February 25, 2022 – November 24, 2025
Comparing LSTM and Transformer-based deep learning approaches for classical music generation 🎵
View Projectcassava-disease-image-classification
October 12, 2021 – Present
Data augmentation framework and convolutional neural network for classification of cassava crop diseases from leaf images 🌱
View Projectstroke-susceptibility-prediction
August 18, 2021 – November 21, 2025
Comparison of machine learning algorithms for stroke susceptibility prediction in health patients 🩺
View Projectu-chat
February 12, 2021 – November 21, 2025
A web chat application for academia that lets users share LaTeX code along with images and text 💬
View Projectdistracted-driving-image-classification
April 4, 2020 – November 21, 2025
Convolutional Neural Network for predicting driver attention based on a front-facing image of the driver 🚘
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a strong inclination towards personal projects, many of which address real-world problems (e.g., climate AI, health prediction, bias analysis). This demonstrates initiative and a passion for impactful work. The diversity of projects, from web applications to deep learning research, suggests adaptability and a broad technical curiosity. However, the lack of team-based or collaborative projects in the provided data makes it difficult to assess cultural fit in a team-oriented professional environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual with a strong interest in applying AI/ML to various domains, including climate, health, and social issues. The personal projects suggest an ability to work independently and explore complex technical challenges. However, without specific assessment data on communication, teamwork, or stress handling, a comprehensive evaluation of soft skills and operational fit is limited.