Hi, I'm Shiva
Data Scientist specialising in AI automation, LLMs, and end-to-end MLOps
About Me
Professional summary
Results-driven Data Scientist (Level 2) with 4+ years of experience across AI, Machine Learning, Data Engineering, and MLOps. Skilled at designing and deploying end-to-end AI and data pipelines using Python, Snowflake, DBT, GitLab CI/CD, and cloud platforms (AWS & Azure). Experienced in LLM integration, document intelligence, and metadata automation for enterprise data ecosystems. Recognized for combining deep data engineering knowledge with applied AI innovation to deliver production-grade, automated, and impactful business solutions.
Education
Bachelor of Technology - Computer Science and Engineering
D.R.K. College of Engineering and Technology • 2016 - 2020
Focused on computer science fundamentals, software engineering, and emerging technologies.
Certifications & Awards
Fine-Tune BERT for Text Classification
Coursera • 2021
Getting Started with AI on Jetson Nano
NVIDIA • 2021
Building Video AI Applications
NVIDIA • 2021
Hands-On Essentials (Data Warehouse & Data Applications)
Snowflake • 2023
Deep Learning with TensorFlow
Cognitive Class • 2021
Data Analysis with Python
Cognitive Class • 2021
Automation Anywhere University Essentials
Automation Anywhere • 2022
Awards & Recognition
Star Performer
Manomay Insurrectech Pvt. Ltd. • FY 2022-2023
Recognized for AI pipeline automation and data migration efficiency.
Star Performer
Manomay Insurrectech Pvt. Ltd. • FY 2023-2024
Awarded for advancing LLM-based AI document solutions and metadata automation.
Projects
A showcase of AI, ML, and Data Engineering projects spanning LLMs, document processing, MLOps, and more
LLM-Driven AI Agents for Data Intelligence
Built AI Agents for Description, Mapping, and Profiling using OpenAI API and LangChain, automating metadata generation and data mapping processes.
OCR + NLP Document Processing Pipeline
Developed end-to-end pipeline for extracting structured data from insurance forms using OCR and NLP techniques, improving processing accuracy by 25%.
Data Migration & ETL Automation
Led data migration initiatives using Snowflake and DBT, reducing ETL processing time by 40% through incremental and delta load frameworks.
MLOps Pipeline with MLflow
Implemented MLOps infrastructure using MLflow for model tracking, versioning, and governance, streamlining the ML lifecycle.
Multilingual Banking Dialogue System
Developed Transformer and LSTM-based models for multilingual banking dialogue translation and intent classification using mBERT.
Generative AI Chatbot Automation
Built Generative AI solutions for chatbot automation, enhancing customer interaction and support processes.
Skills & Expertise
Comprehensive technical skills across the full AI/ML and Data Engineering lifecycle
AI / Machine Learning
Programming Languages
MLOps / DevOps
Data Engineering
Cloud Platforms
Frameworks & Tools
Additional Skills
Experience
Professional journey building AI and data systems that make a difference
Data Scientist - Level 2
Manomay Insurrectech Pvt. Ltd.
Leading AI/MLOps initiatives and driving data migration and pipeline automation.
Key Achievements:
- •Leading AI/MLOps initiatives and driving data migration and pipeline automation, reducing ETL time by 40%
- •Building LLM-driven AI Agents (Description, Mapping, Profiling) with OpenAI API + LangChain
- •Implementing incremental and delta load frameworks for efficient data processing
- •Enhancing AI governance with MLflow for model tracking and versioning
AI Engineer
Manomay Insurrectech Pvt. Ltd.
Developing and deploying Generative AI solutions for document processing and chatbot automation.
Key Achievements:
- •Developed and deployed Generative AI solutions for document processing and chatbot automation
- •Built OCR + NLP pipelines to extract structured data from insurance forms
- •Designed AI-powered metadata and mapping assistants
- •Collaborated on reusable ML pipeline components
- •Reduced model retraining time by 30% using automation and Docker
Junior AI Engineer
Manomay Insurrectech Pvt. Ltd.
Implementing OCR and image recognition systems with deep learning.
Key Achievements:
- •Implemented OCR and image recognition systems
- •Improved recognition accuracy by 25% with deep learning
- •Supported AI product iterations and deployed inference APIs
- •Worked on metadata profiling and data quality checks
Research Associate - Python / Machine Learning
Institute for Development and Research in Banking Technology (IDRBT)
Developing Transformer and LSTM-based models for multilingual banking dialogue translation.
Key Achievements:
- •Developed Transformer and LSTM-based models for multilingual banking dialogue translation and intent classification
- •Fine-tuned mBERT for joint intent-slot detection
- •Built automated preprocessing and evaluation pipelines
Get In Touch
Interested in collaboration, consulting, or just want to discuss AI/ML? I'd love to hear from you!
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