Aditya Sharma
Aspiring ML Engineer | Focused on NLP
About Me
I'm a Machine Learning Engineer with expertise in AI/ML solutions and data engineering. Currently working on healthcare AI solutions and GenAI applications, with a strong background in cloud technologies and data processing.
Technical Skills
Programming & Scripting
Python
Advanced
Bash
Intermediate
Frameworks & Libraries
PySpark
Advanced
Flask
Intermediate
Scikit-learn
Advanced
NumPy
Advanced
Pandas
Advanced
Data Visualization
Power BI
Advanced
Matplotlib
Advanced
Seaborn
Advanced
Machine Learning
Supervised Learning
Advanced
Statistical Modeling
Advanced
Feature Engineering
Advanced
Model Evaluation
Advanced
Hyperparameter Tuning
Advanced
NLP
Advanced
Cloud & Databases
Azure Data Lake
Advanced
Azure Data Factory
Advanced
Azure DataBricks
Advanced
PostgreSQL
Advanced
DevOps & Version Control
Docker
Intermediate
Git
Advanced
GitHub
Advanced
Experience
Project-Based Professional
Oct 2024 - PresentMAXRay - AI agent for XRay Image Recognition
- Conducting R&D for ISO13485, ISO26262 compliant healthcare solution
- Designing scalable cloud infrastructure
- Developing proprietary AI agent for image recognition
Project-Based Professional
Feb 2024 - July 2024GenAI based Translation and Summarization Tool
- Developed LangChain-based RAG Application with Fine-tuned LLaMA3.1 Model
- Integrated LLM model into LangChain for advanced NLP tasks
- Optimized application for local deployment
Associate Engineer, ATCS - A Nagarro Company
July 2022 - Oct 2023- Developed & optimized ETL pipelines using Azure Data Factory, PySpark, and PostgreSQL
- Worked on Azure Synapse & DataBricks for data transformation and analysis
- Implemented secure, privacy-compliant APIs
Data Science Intern, ATCS - A Nagarro Company
Jan 2022 - July 2022- Contributed to data engineering projects for pricing strategy optimization
- Created data marts through source integration
- Performed statistical analysis on large datasets
Featured Projects
GST Analytics
ML model using XGBoost and Deep Reinforcement Learning for Imbalanced Classification
XGBoost
Deep RL
Python
Quora Duplicate Question Detection
Developed and trained an NLP model achieving 75% accuracy using Random Forest classifier. Implemented with FastAPI backend and deployed using Docker and Kubernetes. Enhanced performance through text preprocessing, feature extraction, and hyperparameter tuning.
Python
NLP
Docker
Education
B.Tech, Information Technology
2018-2022Swami Keshwanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan
GitHub Activity
