
Electronic Design Automation | Domain Specific Compilers
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
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.