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Harish Verma

A highly motivated and experienced cloud engineer with a knack for solving problems using cutting-edge ML/DL techniques and implementing solutions leveraging cloud-based infrastructure. Experience in delivering end-to-end Machine Learning projects with the capability to handle all Data Science Life Cycle Tasks like designing and scoping the , Model development, experimentation and deployment, MLOps, Data governance and exploration in multiple domains. A team player with good communication skills and a passion for staying up-to-date with the latest technology advancements in the field of Cloud and AI.
  • Role

    Cloud Engineer, AI Engineer

  • Years of Experience

    7 years

Skillsets

  • Pub-sub
  • Machine Learning
  • Matplotlib
  • MLOps
  • Natural Language Processing
  • NumPy
  • OpenCV
  • pandas
  • Pillow
  • LangChain
  • Python
  • Scikit-learn
  • SciPy
  • Statistics
  • Streamlit
  • TensorFlow
  • Vertex AI
  • Gcp ai & ml apis
  • Dialogflow
  • Cloud Build
  • Cloud Functions
  • Cloud run
  • Cloud SQL
  • Cloud Storage
  • Compute Engine
  • Computer Vision
  • Deep Learning
  • BigQuery
  • Dockers
  • Document AI
  • Flask
  • Generative AI
  • Google Cloud
  • Gradio
  • Keras

Professional Summary

7Years
  • Aug, 2022 - Present3 yr 11 months

    Cloud Engineer, Artificial Intelligence

    Google Cloud
  • May, 2018 - Apr, 20223 yr 11 months

    Machine Learning Engineer

    Quantiphi Analytics

Work History

7Years

Cloud Engineer, Artificial Intelligence

Google Cloud
Aug, 2022 - Present3 yr 11 months
    Implemented solutions in Generative AI, developed tools for text-to-image generation, created smart search apps leveraging RAG approach, and delivered multiple assets and demos for Generative AI-based applications.

Machine Learning Engineer

Quantiphi Analytics
May, 2018 - Apr, 20223 yr 11 months
    Developed real-time speech insights pipelines, custom OCR solutions, COVID bot for document retrieval, pulmonary vessel abnormality classification models, and deployed end-to-end pipelines in Google Cloud.

Major Projects

8Projects

Text to Image Generation for Marketing team

Mar, 2024 - Present2 yr 4 months
    Developed a tool to generate images in predefined styles using Imagen2, integrated Cloud Functions, and performed prompt engineering.

Code RAG - reuse or repurpose your codebase

Feb, 2024 - Present2 yr 5 months
    Boosted developer productivity by creating a solution that retrieves code snippets, chunked and indexed codebases, and presented the solution using Gradio.

Smart Customer Agent Search Application - Custom RAG solution

Dec, 2023 - Present2 yr 7 months
    Developed a search app leveraging Vertex AI and structured documents to achieve high retrieval accuracy.

Financial Form Parser using Document AI and Generative AI

Jul, 2023 - Present3 yr
    Led the engagement, trained custom Document Extractors, and achieved high accuracy in extracting predefined financial fields.

Real-time Speech Insights for Agent Assist and Post Call Analysis

    Developed near real-time speech insights pipelines, trained custom sentence classification models, and deployed using Triton inference server.

Custom OCR Solution to Scan Checks

    Designed and developed end-to-end pipeline using deep learning architectures for text detection and recognition.

COVID-Bot

    Built a document search query and question-answering bot using Elasticsearch and tested methods on the CORD-19 dataset.

Pulmonary vessel abnormality classification

    Developed a 3D classification model for Lung CT abnormalities and combined deep learning modules for final inference.

Education

  • M.Tech Dual Degree in Civil Engineering and Environmental Engineering Management

    IIT Kharagpur (2018)