Sanyam

Senior Machine Learning Engineer

Scrut Automation

Jul 2024 - Mar 2025 • 8 mos

• Supervised the development of V2 of Scrut Automation from the ground up, enhancing operational efficiency. • Fine-tuned large language models (LLMs) to improve performance and accuracy in automation tasks. • Led a tech team of 10 members, fostering collaboration to successfully build the company’s first AI product.

Lead Machine Learning

Outdoo AI • Full time

Apr 2022 - Jul 2024 • 2 yrs 3 mos

Demonstrated full ownership of AI and NLP services, architecting and developing all solutions from the ground up. Implemented End-to-End AI Coaching Insights, crafting the entire system to identify team performance metrics, resulting in a 25% improvement in coaching effectiveness for sales teams. Pioneered GPT Insights, personally fine-tuning the model and engineering custom queries for optimal responses, leading to 20% more efficient query resolution. Introduced Sales Pitcher and Bottleneck Finder services, architecting the systems for generating pitches and bottleneck identification, ultimately reducing deal loss rates by 10%. Developed Smart Tracker, personally designing the system to uncover 30% more relevant keywords and emerging trends.

Machine Learning Engineer

Brain Media • Full time

Dec 2017 - Dec 2021 • 4 yrs

Key role in developing and optimizing machine learning models for Brain Media's flagship product, working closely with founder Tim. Pioneered stress estimation using Physionet ECG data, a core component of our groundbreaking biofeedback device. Achieved state-of-the-art results in Atrial Fibrillation detection, vital for enhancing cardiac health. Ensured seamless integration of models into the company's healthcare pipeline, driving innovation in healthcare technology. Collaborated closely with Tim to build the foundation of the company's first AI product.