Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Additional Information
Timeline
Hi, I’m

ANMOL GUJRAL

ANMOL GUJRAL

Summary

Experienced Data Scientist (Senior Consultant) with 10 years of expertise, holding a Bachelor's in Computer Science and a Post-Graduate Program in AI & ML. Specializes in developing machine learning models, predictive analytics, and leveraging NLP and deep learning to extract actionable insights from complex data. Proficient in building regression models, analyzing trends in labeled and unlabeled datasets, and managing end-to-end data pipelines. Skilled in solving intricate business challenges, optimizing workflows, and driving strategic growth through data-driven decision-making.

Overview

10
years of professional experience
1
Certification

Work History

Ernst & Young

Senior Consultant
11.2021 - Current

Job overview

  • Developed advanced pattern-matching algorithms leveraging Natural Language Processing (NLP), Fuzzy Matching, and String Comparison techniques to predict product signatures across multiple vendors in Software Asset Management (SAM), optimizing asset tracking and licensing compliance.
  • Designed and implemented a Text-to-SQL application, enabling seamless translation of natural language input into SQL queries to retrieve data from databases. Integrated LLM models (Ollama) for generating accurate and optimized queries, improving database query accessibility for non-technical stakeholders.
  • Created ChatWithPDF application, allowing users to interact with and extract insights from uploaded PDF documents by using LangChain and NLP-based question-answering models, significantly enhancing data extraction and reporting capabilities from unstructured data.
  • Developed and deployed machine learning models on Azure using Azure Machine Learning Studio to streamline model training, evaluation, and deployment for large-scale data analysis and prediction tasks.
  • Deployed machine learning models in Docker containers for scalable and reproducible deployment in cloud-based environments, ensuring reliable performance across multiple platforms.
  • Worked with PostgreSQL to maintain relational databases for structured data storage and reporting needs.

Infosys

Senior System Engineer
09.2014 - 11.2021

Job overview

  • Utilized Optical Character Recognition (OCR) to assess and compare merchant savings across Scanned and Digital PDF formats of merchant statements
  • Implemented preprocessing techniques, including header and footer cropping, for various types of PDF statements
  • Conducted Data Profiling and Anomaly Detection and maintained a database for water time-series metadata using Azure Data Studio.
  • Analyzed water flow and levels for Dams, Weirs, Gauges, and Tributaries, and forecasted trends for the upcoming year
  • Leveraged Natural Language Processing (NLP) and classification methodologies to decipher and extract business logic from COBOL-based legacy systems
  • Developed an ATM Security system for Suspicious Activity Detection using video surveillance and commodity hardware (Raspberry Pi); employed tools and frameworks such as YOLO Object Identifier, MobileNet, Computer Vision, TensorFlow, TF-Pose, and Prometheus
  • Engineered a predictive model for assessing the risk of heart disease in patients using a Random Forest Classifier
  • Designed and implemented a Flask API to manage security vulnerabilities within a Flask Application
  • Executed Face Detection algorithms to determine the breed of a dog from an image utilizing Transfer Learning techniques with the ImageNet model; employed skills in Computer Vision, Keras, Siamese Networks, and Transfer Learning
  • Conducted Sentiment Analysis on Amazon customer reviews leveraging the RNN library; applied expertise in NLP, Deep Learning, and LSTM methodologies.

Education

Great Lakes Institute of Management
Delhi, India

Post Graduation Programme from Artificial Intelligence And Machine Learning
11.2019

Bhaskaracharya College of Applied Sciences
Delhi, India

Bachelor of Science from Computer Science
06.2014

Skills

Programming Languages:

  • Python

Algorithms:

  • Machine Learning Algorithms
  • Natural Language Processing (NLP)

Processes:

  • Data Mining
  • Data Cleansing
  • Feature Extraction

Integrated Development Environments (IDEs):

  • PyCharm
  • Visual Studio Code
  • Jupyter Notebook
  • Google Colab

Databases:

  • PostgreSQL
  • SQL Server Management Studio (SSMS)
  • MongoDB

Accomplishments

  • Received the "I Am Exceptional" award twice for outstanding performance and contributions to key projects.
  • Earned Kudos recognition twice for consistently delivering high-quality work and demonstrating excellence in collaboration and innovation.
  • Received the Excellence Award from Mr. Paul Merchant, Vice President at LexisNexis, in acknowledgment of outstanding contributions to project excellence.

Certification

  • Udemy Certification : Completed the "ChatGPT for Marketing, Content, Social Media, and PR" course, gaining expertise in leveraging AI for digital marketing strategies.
  • IBM Certification : Completed the "Introduction to Artificial Intelligence (AI)" course, building a solid foundation in AI concepts and applications.

Additional Information

  • Recognized as the winner of the "Hack of All Trades 2019" Hackathon, hosted by the Great Lakes Institute of Management, Gurgaon.

Timeline

Senior Consultant

Ernst & Young
11.2021 - Current

Senior System Engineer

Infosys
09.2014 - 11.2021

Great Lakes Institute of Management

Post Graduation Programme from Artificial Intelligence And Machine Learning

Bhaskaracharya College of Applied Sciences

Bachelor of Science from Computer Science

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ANMOL GUJRAL