Summary
Overview
Work History
Education
Skills
Accomplishments
Projects
Certification
Timeline
Generic

Sristi Agrawal

Bengaluru

Summary

Google Cloud Certified AI/ML Consultant proficient in Python, Generative AI, Large Language Models (LLMs: OpenAI, Gemini, Llama), RAG, Langchain, and cloud deployments (Azure, GCP). Expertise in developing conversational AI interfaces, multi-modal systems, and innovative AI-driven solutions for business problems.

Overview

5
5
years of professional experience
1
1
Certification

Work History

AI/ML Consultant

JK Tech
07.2022 - Current

- Developed and optimized Retrieval-Augmented Generation (RAG) models, increasing user engagement by 92%.
- Engineered conversational interfaces that integrate structured and unstructured data, improving query efficiency by 89%.
- Deployed multi-modal RAG systems, enhancing solution comprehensiveness by combining text and image analysis.
- Integrated REST APIs (Jira, GitHub), improving workflow automation by 90%.

- Data Transformation & Enrichment Pipeline: Developed an automated pipeline for loading, enriching, matching, and monitoring ERP customer records against Salesforce (SFDC) accounts.
- Implemented generative AI models and web scraping techniques for data enrichment, achieving substantial improvements in data accuracy and operational efficiency.
- Enabled analytics and data operations teams to achieve improved customer master hygiene, resulting in enhanced corporate linkage reporting accuracy.

Data Science Intern

JK Tech
01.2022 - 06.2022

- Developed Revenue Cycle Management software via EvoluteIQ, streamlining business processes, and reducing manual intervention by 89.8%.

Data Science Intern

Foxmula- Y
09.2020 - 11.2020

- Conducted comprehensive EDA on weather data, increasing data insight clarity by 95%.

- Acquired proficiency in ML concepts while working on the project, gaining valuable insights into real-world data analysis and visualization.

Education

Bachelor of Engineering - Computer Science with Data Science Specialization

NIIT University
Neemarana
07-2022

Skills

Programming languages: Python, SQL, JavaScript

Machine learning frameworks: TensorFlow, PyTorch, Keras, Hugging Face

Data libraries: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Langchain, Llama-index, Tesseract

AI techniques: NLP, NER, OCR, GenAI, LLMs, Multi-modal AI, RAG, API integration

Cloud platforms: Google Cloud (Vertex AI), Azure ML

Database management: MySQL, PostgreSQL

Version control tools: Git, GitHub Actions, MLflow

Accomplishments

  • Received a 'Thank You' award, consequently, for three quarters for my performance
  • Recognized for outstanding performance and dedication, achieving two consecutive promotions within a single year
  • Received Customer Centric Excellence award in JK TECH

Projects

  • AI-driven data interaction products engineer cutting-edge solutions that enable conversational interactions with both structured (SQL) and unstructured data (PDFs, DOCs, images) using advanced generative AI technologies and large language models (LLMs), enhancing user experience by allowing natural language querying across diverse data formats
  • RCM Medical Coding implemented an innovative approach to streamline the medical coding process through the integration of artificial intelligence (AI) and machine learning (ML) algorithms, utilizing Natural Language Processing (NLP), Named Entity Recognition (NER), and Optical Character Recognition (OCR) tools to enhance accuracy and efficiency in medical code assignment

Certification

  • Certified as Google Cloud Professional Machine Learning Engineer.

Timeline

AI/ML Consultant

JK Tech
07.2022 - Current

Data Science Intern

JK Tech
01.2022 - 06.2022

Data Science Intern

Foxmula- Y
09.2020 - 11.2020

Bachelor of Engineering - Computer Science with Data Science Specialization

NIIT University

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Sristi Agrawal