Pratheek D Souza Rebello

AI Researcher

San Francisco, California, United States3 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in AI inference and machine learning optimization.
  • Proven experience in high-frequency trading strategies.
  • Strong software development skills in finance and automotive sectors.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in Fintech and Automotive industries.

Contact

pratheekrebello99@gmail.comLinkedIn

Skills

Core Skills

Artificial Intelligence (ai)Machine LearningData EngineeringSoftware Development

Other Skills

3D ModelingAI InferenceAlgorithmsAmbiguous Label LearningApplication DevelopmentBashCC (Programming Language)C++C++ ProgrammingCUDACompressionComputer EngineeringComputer ScienceComputer Vision

Experience

3 yrs 6 mos
Total Experience
2 yrs
Average Tenure
1 yr 5 mos
Current Experience

Tesla

Autopilot Software Engineer

Jan 2025 – Present · 1 yr 5 mos · Palo Alto, California, United States

  • AI Inference for FSD cars and Optimus robots
  • ML Architecture Co-Design and Optimization, Quantization, Pruning, Distillation, Parallelism and Compression
AI InferenceML Architecture Co-DesignOptimizationQuantizationPruningDistillation+4

Abridge

ML Science Intern

Jun 2024 – Aug 2024 · 2 mos · Pittsburgh, Pennsylvania, United States

Alphagrep securities

Quantitative Researcher

Jun 2021 – Jul 2023 · 2 yrs 1 mo · Singapore · On-site

  • Constructed ML research python pipelines for statistical modeling. Deployed models in microsecond latency, efficient C++ programs. Designed high-frequency strategies to trade portfolios of NSE options and cryptocurrencies
ML ResearchPython PipelinesStatistical ModelingC++ ProgrammingHigh-Frequency TradingMachine Learning+1

Goldman sachs

Analyst

May 2020 – Jun 2020 · 1 mo · Bengaluru, Karnataka, India

  • Software and Quant Intern in Executions Solutions of Global Markets (Securities) Division.
  • Developed a microstructure dashboard to service queries of market features. Developed ReactJS UI, Python backend, Q-queries to a KDB database, aggregation with Pandas, deployment with Nginx server
Software DevelopmentReactJSPythonKDBPandasNginx+1

Education

Carnegie Mellon University

Master of Science in Machine Learning

Aug 2023 – Dec 2024

Indian Institute of Technology, Delhi

Bachelor of Technology — Computer Science and Engineering

Jan 2017 – Jan 2021

Sharada Mandir School

ICSE

Jun 2001 – May 2015

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