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I'm Yashkumar Prajapati, an AI/ML Engineer with 4 years of experience building production ML pipelines, ETL automation systems, and LLM-integrated workflows for high-scale SaaS environments. I blend backend engineering with applied ML across NLP, computer vision, and time series, with hands-on production experience on AWS, MLflow, Docker, and LangChain-based RAG pipelines. I've progressed from large-scale Python automation at Zoho to ML pipeline ownership at Mixpanel and Amplitude, delivering outcomes like 45% efficiency gains, 95% anomaly-detection precision, and 30% latency reductions on real-time data processing of 5M+ events daily.…I'm Yashkumar Prajapati, an AI/ML Engineer with 4 years of experience building production ML pipelines, ETL automation systems, and LLM-integrated workflows for high-scale SaaS environments. I blend backend engineering with applied ML across NLP, computer vision, and time series, with hands-on production experience on AWS, MLflow, Docker, and LangChain-based RAG pipelines. I've progressed from large-scale Python automation at Zoho to ML pipeline ownership at Mixpanel and Amplitude, delivering outcomes like 45% efficiency gains, 95% anomaly-detection precision, and 30% latency reductions on real-time data processing of 5M+ events daily.

Yashkumar Prajapati

Data Scientist, AI Engineer, Full Stack Developer, +3

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I'm Yashkumar Prajapati, an AI/ML Engineer with 4 years of experience building production ML pipelines, ETL automation systems, and LLM-integrated workflows for high-scale SaaS environments. I blend backend engineering with applied ML across NLP, computer vision, and time series, with hands-on production experience on AWS, MLflow, Docker, and LangChain-based RAG pipelines. I've progressed from large-scale Python automation at Zoho to ML pipeline ownership at Mixpanel and Amplitude, delivering outcomes like 45% efficiency gains, 95% anomaly-detection precision, and 30% latency reductions on real-time data processing of 5M+ events daily.…I'm Yashkumar Prajapati, an AI/ML Engineer with 4 years of experience building production ML pipelines, ETL automation systems, and LLM-integrated workflows for high-scale SaaS environments. I blend backend engineering with applied ML across NLP, computer vision, and time series, with hands-on production experience on AWS, MLflow, Docker, and LangChain-based RAG pipelines. I've progressed from large-scale Python automation at Zoho to ML pipeline ownership at Mixpanel and Amplitude, delivering outcomes like 45% efficiency gains, 95% anomaly-detection precision, and 30% latency reductions on real-time data processing of 5M+ events daily.

Available to hire

I’m Yashkumar Prajapati, an AI/ML Engineer with 4 years of experience building production ML pipelines, ETL automation systems, and LLM-integrated workflows for high-scale SaaS environments. I blend backend engineering with applied ML across NLP, computer vision, and time series, with hands-on production experience on AWS, MLflow, Docker, and LangChain-based RAG pipelines.

I’ve progressed from large-scale Python automation at Zoho to ML pipeline ownership at Mixpanel and Amplitude, delivering outcomes like 45% efficiency gains, 95% anomaly-detection precision, and 30% latency reductions on real-time data processing of 5M+ events daily.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Work Experience

ML Engineer (Contract) at Typeface AI

August 1, 2025 - Present

Led optimization of LLM inference serving and multi-cloud integration (Vertex AI and Sagemaker) to support 12,000+ daily content-generation requests, achieving 99.8% uptime. Built and evaluated text-generation pipelines with Python and TensorFlow, enabling brand-personalized marketing content. Created an automated content quality evaluation framework using Scikit-learn and NLP metrics (BLEU, ROUGE, brand compliance), processing 25,000+ samples and reducing manual QA time by 40%. Developed data preprocessing for training data from 50,000+ marketing documents across 8 clients and contributed to REST API endpoints with Flask to generate 2,000+ content variations during pilots with 99.5% uptime.

Jr. Machine Learning Engineer at Simform Solutions Pvt. Ltd.

July 1, 2022 - July 1, 2023

Developed and deployed 12+ classification models for e-commerce and fintech clients using Scikit-learn and XGBoost, achieving an average accuracy of 82% and enabling 3 production deployments. Built ETL pipelines for 500K+ records, reducing data prep time by 35% through automated null-handling and feature engineering. Implemented Flask-based REST endpoints for real-time predictions with <200ms latency and 5,000+ daily inferences. Optimized hyperparameter tuning with GridSearchCV across 30+ parameter combinations, improving F1-scores by 8-12%. Produced EDA reports (Matplotlib/Seaborn) for 10+ client presentations and tracked experiments with MLflow.

AI/ML Engineer (Contract) at Amplitude

February 1, 2026 - Present

Developed ML-powered churn prediction and behavioral segmentation pipelines; extended LangChain-based multi-step pipelines for automated event classification; optimized AWS data workflows processing 5M+ daily events; implemented model monitoring hooks to improve retraining and accuracy.

AI/ML Engineer Intern at Mixpanel

August 1, 2025 - January 1, 2026

Contributed to ML pipeline development for behavioral segmentation and anomaly detection; automated data preprocessing for 1M+ monthly events; integrated Scikit-learn models with internal REST APIs; assisted in LangChain-based workflow for automated structured data retrieval.

Software Engineer at Zoho Corporation

January 1, 2021 - July 1, 2023

Engineered Python-based ETL pipelines processing 10M+ records daily; developed REST APIs using Flask; built Scikit-learn classification models; designed reusable automation modules; optimized SQL queries and Python scripts for large datasets.