Pratikkumar Babariya
Tempe,AZ
Summary
Analytical and results-driven professional with a strong foundation in Machine Learning, Artificial Intelligence, and Data Analysis, skilled in designing and optimizing predictive models that improve accuracy and performance. Proficient in Python, TensorFlow, and modern AI frameworks, with hands-on experience applying algorithms to solve real-world business problems. Passionate about developing intelligent, data-driven solutions that drive innovation and measurable impact. Committed to contributing technical expertise and creativity to collaborative teams advancing cutting-edge AI technologies.
Overview
3
3
years of professional experience
1
1
Certification
Work History
AI/ML Engineer
CREATIVE INFOWAY
06.2022 - 12.2024
- Designed and deployed AI automations and agentic workflows using LangChain, OpenAI API, and Microsoft Copilot, streamlining internal operations and reducing manual workload by 35%.
- Built and fine-tuned LLM-integrated automation pipelines with Python, FastAPI, and Azure, improving task turnaround time by 45%.
- Developed custom RAG systems and multi-agent architectures (Planner, Retriever, and Executor agents) for workflow automation and context-aware task execution.
- Created impact dashboards in Streamlit and Power BI, visualizing agent performance metrics, latency reduction, and output quality trends.
- Collaborated cross-functionally to automate data validation, report generation, and knowledge retrieval across CRM and internal tools.
- Iterated fast on prototypes and documented clear playbooks and automation templates for non-technical team members.
Data Analyst Intern
INFOSYS
01.2022 - 04.2022
- Analyzed large transactional & operational datasets, identifying insights that boosted sales by 15%.
- Developed interactive dashboards and reports in Tableau and Excel for clear stakeholder communication.
- Analyzed large datasets to identify trends and inform business strategies.
- Developed interactive dashboards using Tableau for data visualization and reporting.
Education
M.S. Master of Science in Information technology - Data Analytics & AI
Arizona State University
Tempe, AZ01.2027
Bachelor of Science - Information Technology
Parul Institute of Engineering And Technology
India06.2023
Skills
- Programming & Scripting: Python, C, JavaScript, TypeScript, SQL
- Machine Learning & AI Frameworks: PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers, LangChain, Pandas, NumPy, Matplotlib
- Agentic Workflows: Prompt Engineering, RAG, Multi-Agent Orchestration, Knowledge Graphs, RLHF, SFT, Model Evaluation Pipelines
- Visualization: Power BI, Tableau, Matplotlib, Seaborn
- APIs & Integrations: REST APIs, JSON, Airtable, Google Suite, CRM Integrations
- Cloud Platforms: Azure, AWS, GCP
- Scikit-learn
- Data science
RESEARCH
- Graduate Researcher – LLMs for Intelligent Transportation Systems (Prof. Junfeng Zhao, ASU) | 2025 – Present
- Developed LLM-driven scenario generation and autonomous agent workflows for simulation and decision-making in transportation systems.
- Developed a real-time driver monitoring model using CNN and OpenCV to detect drowsiness and distraction from web input.
- Optimized model inference using ONNX and TensorRT for deployment on NVIDIA Jetson Nano.
- Graduate Researcher – LLM-Driven Data Management (Prof. Jia Zou, ASU) | 2025 – Present
- Investigated Copilot- and Cursor AI-powered LLM workflows for query optimization, knowledge retrieval, and enterprise data integration.
- Focused on applied research with measurable outcomes to improve data-driven decision-making in enterprise systems.
- Targeting top-tier publications (NeurIPS, VLDB) by bridging AI research with real-world data management challenges.
Certification
- Gen AI for Developers | Udemy - June 2025
- Introduction to AI/ML | Udemy - Jan 2025
- AI for Everyone | Google | Coursera - In Progress
Languages
English
Native or Bilingual
Hindi
Native or Bilingual
Timeline
AI/ML Engineer
CREATIVE INFOWAY
06.2022 - 12.2024
Data Analyst Intern
INFOSYS
01.2022 - 04.2022
M.S. Master of Science in Information technology - Data Analytics & AI
Arizona State University
Bachelor of Science - Information Technology
Parul Institute of Engineering And Technology