Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

MADHAV SINGH

AI / ML Engineer , Founder
Houston,TX

Summary

Dynamic AI professional with a strong foundation in developing and refining machine learning algorithms, driving innovation and efficiency in projects. Recognized for fostering team collaboration and delivering impactful results aligned with organizational goals. Proven reliability and adaptability complement expertise in Python programming and data modeling, enabling the creation of robust solutions in fast-paced environments. Committed to leveraging technical skills and a collaborative spirit to contribute to cutting-edge AI initiatives.

Overview

3
3
years of professional experience
6
6
years of post-secondary education
5
5
Certifications

Work History

Startup Founder

Stealth Startup
06.2025 - 08.2025
  • Driving product development from concept to launch, ensuring alignment with customer needs.
  • Conducted target market research with 70 end-users to scope out industry competition and identify advantageous trends.
  • Studied market to determine optimal pricing of goods and capitalize on emerging opportunities.
  • Establishing strong partnerships with 20 key industry players for a greater market presence.

AI Engineer

Midway Group
05.2025 - 06.2025
  • Developed and deployed innovative AI solutions to enhance operational efficiency at Midway Group.
  • Educated 6 executive partners and 8 staff on real use cases of AI, tackling both efficiency and opportunity use cases
  • Automated existing workflows, significantly reducing manual effort, and increasing productivity.
  • Explored and implemented novel AI tools to tackle complex problems, driving continuous improvement.

AI Engineer

Ardemis
04.2024 - 09.2024
  • Designed realistic patient personas using GPT-4 to simulate medical diagnostic training.
  • Developed in Python, and integrated frontend components.
  • Optimized performance monitoring with SQL-based queries and interactive Power BI dashboards.
  • Enabled real-time analysis of user interaction trends to refine model outputs.

Research Scientist - Neuroscience

UT Austin
06.2022 - 08.2023
  • Led data analysis on auditory neuron responses using scripts to identify spike timings, amplitudes, frequencies.
  • Supervised a team of 6 undergraduates and 1 graduate student in experimental protocols.
  • Presented research findings at 3 international conferences and 5+ local conferences, increasing visibility and recognition within the field.

Education

Master of Science - Artificial Intelligence

University of Houston-Downtown
Houston, TX
01.2023 - 01.2025

Bachelor of Science - Neuroscience

University of Texas At Austin
Austin, TX
01.2018 - 01.2022

Skills

Skilled in Python, JavaScript, and SQL

Experienced with Claude code, Cursor, VS code

Machine learning frameworks: TensorFlow, PyTorch, Scikit-learn

Proficient in Microsoft Azure and Power BI

NLP, DL expertise

Computer Vision expertise

Strategic thinking

Business networking

Customer acquisition

Visionary leadership

Data-driven decision making

Entrepreneurial leadership

Certification

Microsoft Azure Data Analyst Associate (2024)

Timeline

Startup Founder

Stealth Startup
06.2025 - 08.2025

AI Engineer

Midway Group
05.2025 - 06.2025

AI Engineer

Ardemis
04.2024 - 09.2024

Master of Science - Artificial Intelligence

University of Houston-Downtown
01.2023 - 01.2025

Research Scientist - Neuroscience

UT Austin
06.2022 - 08.2023

Bachelor of Science - Neuroscience

University of Texas At Austin
01.2018 - 01.2022

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