Scientific Machine Learning 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
video-downloader
October 31, 2025 – December 13, 2025
video-downloader — GitHub repository
View ProjectSatellite_Analysis
October 5, 2025 – October 5, 2025
Satellite_Analysis — GitHub repository
View ProjectSigLIP2-CompleteLoss
September 18, 2025 – October 10, 2025
Implementing complete SigLIP2 loss components: SILC/TIPS self-distillation, LocCa captioning loss, and Sigmoid loss, following HuggingFace Transformers and SigLIP2 research papers. Open source research code with modular architecture and performance benchmarking.
View ProjectMulti-Agent-Physics-Informed-Racing-Simulation
September 17, 2025 – September 17, 2025
Train multiple autonomous agents to race competitively while learning optimal racing lines through PINN-computed distance fields and evolutionary multi-objective optimization.
View ProjectSeq2Seq-
September 16, 2025 – September 16, 2025
This repo contains all the experiments i did and will do in future on seq2seq models like using GRUs, BiLSTM and even creating my own structure.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and research-oriented, indicating a strong drive for self-directed learning and exploration in ML. However, there is no information regarding team collaboration, project management, or experience in diverse work environments, which are crucial for cultural fit in a professional setting. The focus on personal GitHub repositories suggests a preference for independent work. The target role is Machine Learning Engineer, and the projects align well with the technical aspects of this role, but the lack of professional experience or team-based projects limits the assessment of cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's profile primarily lists technical projects without details on collaboration, problem-solving approaches, or communication styles.