Work

Machine Learning Engineer

Brighterway (YC S24) | Dec 2024 – Present | 1 yr 6 mos

Owning document intelligence for medical-legal records, building evals and observability that helped double revenue.

Research Scientist

Manifold Research Group | Nov 2024 – Dec 2025 | 1 yr 2 mos

Leading research on self-evaluation and calibration of multimodal models, with a focus on improving reasoning at test-time.

ML Research Intern

AIISC, University of South Carolina | Sep 2024 – Aug 2025 | 1 yr

Investigating safety alignment and adversarial robustness of text-to-image models through training-free editing and fine-tuning.

Research Fellow

Supervised Program for Alignment Research | Feb 2025 – May 2025 | 4 mos

Worked on two SPAR projects under Shashwat Goel and Jacek Karwowski.

ML & Computer Vision Research Intern

Technical University of Munich | May 2024 – Sep 2024 | 5 mos

DAAD-WISE scholar developing novel point cloud registration techniques for multimodal medical imaging data.

Machine Learning Engineer

Mercor | May 2023 – Aug 2024 | 1 yr 4 mos

3rd hire pre-seed; architected sourcing agents and retrieval pipelines that drove 150% quarterly revenue growth.

ML Research Intern

Indian Institute of Technology, Kharagpur | May 2023 – Nov 2023 | 7 mos

Worked on time-series fraud detection in smart grids using explainable AI, achieving 97% agreement with domain experts.

Quantum Computing Research Intern

Indian Statistical Institute, Kolkata | Jul 2023 – Sep 2023 | 3 mos

Implemented quantum algorithms for cryptography and Fourier analysis, including iterative HHL with quantum phase estimation.

Education

Selected Awards