Arpit Dahyabhai Parmar
AI/ML Engineer
Summary
Goal-oriented and proactive AI/ML Engineer with hands-on experience in developing, deploying, and scaling machine learning solutions using Python, Scikit-learn, PyTorch, AWS, and modern web frameworks like FastAPI and Streamlit. Skilled in building recommender systems, creating interactive dashboards, and delivering end-to-end ML pipelines from data preprocessing to deployment. Leverage a strong foundation in Mathematics including inferential statistics, probability, and linear algebra to derive insights and optimize model performance. Passionate about data-driven problem solving, clean architecture, and continuous learning. Fascinated by emerging technologies and committed to improving both technical and personal growth every day.
Overview
3
3
years of professional experience
2
2
Certification
Work History
AI/ML Engineer
HCL Technologies
Noida
03.2024 - Current
- Trained and hosted ML models with Scikit-learn and PyTorch for predictive and classification problems. Built end-to-end ML pipelines, including data preprocessing using Pandas and NumPy.
- Designed and optimized collaborative filtering and content-based recommender systems using algorithms such as matrix factorization and KNN for personalized user recommendations.
- Data Visualization: Produced actionable visualizations and reports with Matplotlib, Seaborn, and Pandas to support data analysis and decision-making.
- Web Application Development: Built AI-driven web applications using FastAPI and Flask, combining ML models and real-time data processing.
- Cloud Deployment on AWS: Deployed applications and models on AWS (EC2, S3, Lambda) for scalability and reliability.
Data Engineer (Data Warehousing)
HCL Technologies
Noida
09.2022 - 03.2024
- Managed the Extract, Transform, Load (ETL) processes within the SAP BW environment, ensuring efficient data loading and transformation.
- Diagnosed and resolved data load failures, maintaining the integrity and accuracy of data within SAP BW.
- Handled incident tickets, providing timely and effective solutions to data-related issues.
- Conducted Knowledge Base Article (KBA) reviews to ensure up-to-date and accurate documentation of processes and solutions.
- Performed Regular Quality Inspections (RQI) audits on closed tickets, ensuring compliance with standards and identifying areas for improvement.
- Prepared SOX reports within SLA, ensuring compliance with regulatory standards.
- Successfully reduced data load failure incidents by 30% through meticulous management of the ETL processes and prompt resolution of issues.
- This improvement led to enhanced data reliability and operational efficiency, resulting in a more stable and trustworthy SAP BW environment for Ericsson.
- Additionally, by conducting thorough RQI audits and KBA reviews, I contributed to a 20% increase in ticket resolution accuracy and overall team performance.
Education
Bachelor Of Technology - Computer Science & Engineering
Uttaranchal University
Dehradun07-2022
Intermediate - PCM
Holy Ganges Public School
Haridwar07-2018
High School -
Holy Ganges Public School
Haridwar07-2016
Skills
- Python programming
- Inferential statistics and probability
- Data science and analytics
- Machine learning techniques
- Deep learning frameworks
- Natural language processing
- MySQL database management
- Pandas data manipulation
- NumPy numerical computing
- Scikit-learn model building
- FastAPI and Flask frameworks
- PyTorch
- MLOps practices
- Data Visualization
- SAP BW
- ETL processes and tools
- RQI auditing practices
- MS Excel proficiency
Certification
- AWS Certified Cloud Practitioner, S2BBCSVLY2FQQK36
- Data Science Mentorship Program
- Python & Machine Learning Trained by IBM, 12/01/23
- Advanced C++ Training, 11/01/19
- Programming in C#, SkillSoft @HCLTech, 07/01/22
- Communicating With Confidence, SkillSoft @HCLTech, 02/01/23
- Data Integrity & Constraints, @HCLTech, 07/01/22
Personal Info
Birth Date : 04 January 2001
Nationality : India
Languages : English, Hindi, Gujrati
Hobbies and Interests
- Learning German Language
- Trekking & Hiking
- Chess
Personality
- Innovative
- Flexible
- Team Player
- Organized
Timeline
AI/ML Engineer
HCL Technologies
03.2024 - Current
Data Engineer (Data Warehousing)
HCL Technologies
09.2022 - 03.2024
Bachelor Of Technology - Computer Science & Engineering
Uttaranchal University
Intermediate - PCM
Holy Ganges Public School
High School -
Holy Ganges Public School