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Harshit Vanya

Associate Data Engineer @ CloudNexus | Building Data-Driven Solutions

Bhopal

1+ year of work experience

CloudNexus
Sep 202510 mosPresent

Bhopal, Madhya Pradesh, India

I work as a data scientist on client projects where I translate their business problems into data-driven solutions. My responsibilities include: Understanding requirements: I break down client needs into clear analytical and technical tasks. Data pipelines: I collect data from client cloud platforms (AWS, Azure, Snowflake, GCP), clean it, validate it, and prepare structured datasets. Exploratory analysis: I analyze client datasets to uncover patterns, trends, and anomalies that influence business decisions. Feature engineering & modeling: I design features and build ML models—classification, forecasting, clustering, anomaly detection—based on each client’s domain. Deployment: I package models into APIs using Flask or FastAPI and deploy them into the client’s cloud environment (Lambda, ECS, EC2, Kubernetes, etc.). Monitoring: I set up monitoring dashboards, drift detection, and retraining pipelines to keep models reliable over time. Collaboration: I work directly with client-side engineers, analysts, and CloudNexus’s internal cloud team to integrate ML outputs into real applications and workflows.
REFFTO
Apr 20255 mosAug 2025

Bhopal, Madhya Pradesh, India

Working at REFFTO as both an AI/ML Instructor and Developer, where I lead the development of machine learning solutions while mentoring aspiring AI professionals on real-world applications and deployment practices. Development Responsibilities: Designed and developed intelligent systems using Python, OpenCV, and machine learning algorithms for tasks like real-time object detection, automation, and robotic control. Implemented color-based object sorting systems integrated with servo motors, using Arduino to bridge software with hardware. Built and optimized custom ML models for object classification and tracking in dynamic environments. Worked on integrating AI models into real-time camera feeds with performance and reliability in focus. Instructor Responsibilities: Mentored interns and junior developers in machine learning, deep learning, computer vision, and Python development. Conducted live sessions and code reviews, helping learners understand both theoretical concepts and production-level implementation. Guided teams on debugging, model evaluation, and deployment workflows using tools like NumPy, scikit-learn, and TensorFlow. Promoted best practices in software development, version control (Git), and collaborative project workflows. Through this dual role, I’ve contributed to both cutting-edge AI system development and the growth of new talent in the field, helping bridge the gap between academia and real-world AI engineering.

Education

Sagar Institute of Science Technology & Research (SISTec-R)

Sagar Institute of Science Technology & Research (SISTec-R)

20224 yrs2026

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Headline

Associate Data Engineer @ CloudNexus | Building Data-Driven Solutions

Location

Bhopal

Work experience

Associate Data Engineer at CloudNexus, Sep 2025 - Present · 10 mos, Bhopal, Madhya Pradesh, India, I work as a data scientist on client projects where I translate their business problems into data-driven solutions. My responsibilities include: Understanding requirements: I break down client needs into clear analytical and technical tasks. Data pipelines: I collect data from client cloud platforms (AWS, Azure, Snowflake, GCP), clean it, validate it, and prepare structured datasets. Exploratory analysis: I analyze client datasets to uncover patterns, trends, and anomalies that influence business decisions. Feature engineering & modeling: I design features and build ML models—classification, forecasting, clustering, anomaly detection—based on each client’s domain. Deployment: I package models into APIs using Flask or FastAPI and deploy them into the client’s cloud environment (Lambda, ECS, EC2, Kubernetes, etc.). Monitoring: I set up monitoring dashboards, drift detection, and retraining pipelines to keep models reliable over time. Collaboration: I work directly with client-side engineers, analysts, and CloudNexus’s internal cloud team to integrate ML outputs into real applications and workflows.

Artificial Intelligence Intern at REFFTO, Apr 2025 - Aug 2025 · 5 mos, Bhopal, Madhya Pradesh, India, Working at REFFTO as both an AI/ML Instructor and Developer, where I lead the development of machine learning solutions while mentoring aspiring AI professionals on real-world applications and deployment practices. Development Responsibilities: Designed and developed intelligent systems using Python, OpenCV, and machine learning algorithms for tasks like real-time object detection, automation, and robotic control. Implemented color-based object sorting systems integrated with servo motors, using Arduino to bridge software with hardware. Built and optimized custom ML models for object classification and tracking in dynamic environments. Worked on integrating AI models into real-time camera feeds with performance and reliability in focus. Instructor Responsibilities: Mentored interns and junior developers in machine learning, deep learning, computer vision, and Python development. Conducted live sessions and code reviews, helping learners understand both theoretical concepts and production-level implementation. Guided teams on debugging, model evaluation, and deployment workflows using tools like NumPy, scikit-learn, and TensorFlow. Promoted best practices in software development, version control (Git), and collaborative project workflows. Through this dual role, I’ve contributed to both cutting-edge AI system development and the growth of new talent in the field, helping bridge the gap between academia and real-world AI engineering.

Education

Sagar Institute of Science Technology & Research (SISTec-R)