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Electronic Design Automation | Domain Specific Compilers
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Assessing your cultural and operational fit
engineering
January 1, 2026 – Present
A collection of custom C++ implementations of low-level engineering concepts.
View Projectanomaly-detection
October 20, 2025 – December 22, 2025
A Graph Attention Network (GAT) based variant of the DOMINANT autoencoder framework for anomaly detection in attributed networks.
View Projectorderfinder-for-pathfinder
April 3, 2025 – April 16, 2025
Evaluating the effect of different netlist orders on performance of VPR's implementation of PathFinder.
View Projectsci-pub-link-prediction
January 17, 2025 – January 29, 2025
Training a GNN model to predict links between scientific publications from the Cora dataset.
View Projectreinforcement_learning_in_logic_synthesis
November 27, 2024 – January 15, 2025
(WIP) Training an RL model to produce synthesis recipes for logic optimization.
View Projectgame_of_life_in_prolog
November 26, 2024 – November 26, 2024
Conway's Game of Life written in the logic programming language Prolog.
View Projectgraph_coverage_with_random_walks
November 24, 2024 – January 11, 2025
A probabilistic approach to a graph coverage problem.
View Projectinformation_retrieval_ranking_evaluation
October 29, 2024 – November 5, 2024
Comparison of (simulated) ranking systems' performance.
View Projecturban_sound_classifier
September 7, 2024 – December 29, 2024
Performance comparison of CNNs and LSTMs for environmental sound classification (UrbanSound8k).
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic and research-oriented machine learning and graph theory, primarily using Python. While demonstrating strong analytical and problem-solving skills, there is a lack of projects directly related to typical backend engineering concerns such as API development, database management, distributed systems, or cloud technologies. This suggests a potential mismatch with a standard Backend Engineer role, which typically requires more practical application of software engineering principles in a production environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.