Data Scientist | Aerospace Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
resume_magic
March 3, 2025 – March 3, 2025
AI Resume Builder is a Streamlit-based application that generates ATS-friendly resumes and cover letters tailored to specific job descriptions. It leverages OpenAI's LLM models, LangChain, and LangGraph for enhanced tracking, customization, and structured reasoning.
View Projectmahendra-gehlot.github.io
July 25, 2024 – March 1, 2025
mahendra-gehlot.github.io — GitHub repository
View Projecthawk-eye
October 2, 2022 – February 4, 2023
The implementation of state of art super-resolution with GANs along with modifications in loss functions, the uses case of this project involves high resolution movie generation with low resolution input images. The training over larger dataset can enable better metrics SSIM and PSNR
View ProjectOptimization
October 2, 2022 – November 19, 2022
Numerical optimization techniques with emphasis on convergence and numerical analysis of algorithms as well as applications in problems of practical interest.
View Projectpneumothorax_detection
September 24, 2022 – December 4, 2022
A pneumothorax occurs when air leaks into the space between your lung and chest wall. This air pushes on the outside of your lung and makes it collapse. The efficient net is implemented to perform binary classification task.
View Projectmars-orbit
September 14, 2022 – September 14, 2022
The project involves forming mathematical model of a complex mars orbit problem and solving it using efficient optimization techniques.
View ProjectQuadcopter-controller
May 5, 2022 – May 5, 2022
Application of exponentially convergent error dynamics and Differential Flatness
View ProjectKalman_Filter_and_Extended_Kalman_Filter
February 5, 2022 – February 5, 2022
The implementation of a kalman filter, extended kalman filter and compare their performance. The system is a simple pendulum and the filters are to track the pendulum's state given by the tuple of its angle and angular velocity (angle is the deviation from the vertical).
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and heavily focused on advanced machine learning, deep learning, and mathematical modeling. While this aligns well with a Data Scientist role, the lack of team-based projects or contributions to open-source initiatives makes it difficult to assess collaboration and broader cultural fit. The diversity of project topics (computer vision, NLP, control systems, numerical methods) shows a broad technical curiosity, but the absence of professional experience or team projects limits the assessment of how these skills translate into a collaborative work environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a problem-solving mindset and an interest in applying advanced mathematical and AI techniques to complex problems. However, without specific psychometric test results or interview data, it is difficult to assess soft skills like teamwork, communication, or stress handling. The focus on personal projects suggests self-motivation and initiative.