Professional Experience
My journey in AI & Machine Learning
Senior GenAI Engineer
TechInsight AI Labs
San Francisco, CA
Leading the development of advanced generative AI models for enterprise solutions. Overseeing a team of 5 ML engineers focused on creating next-generation text and image generation systems.
Key Achievements:
- Implemented transformer-based architectures resulting in 40% improvement in text generation quality
- Established MLOps pipelines that reduced deployment time from weeks to hours
- Developed an innovative fine-tuning approach that decreased training data requirements by 60%
- Designed and launched an AI-powered content generation platform now used by over 50 enterprise clients
ML Engineer
DataNexus Corp
Boston, MA
Developed and deployed machine learning models for predictive analytics in the financial sector. Focused on creating scalable and efficient ML systems.
Key Achievements:
- Reduced model inference time by 35% through optimization techniques
- Built an automated trading system using reinforcement learning that increased returns by 22%
- Implemented a distributed training pipeline that scaled to handle 10TB+ of financial data
- Created a real-time anomaly detection system for fraud prevention
Data Scientist
AnalyticsEdge Inc
New York, NY
Created data pipelines and analytical models that drove business decisions. Specialized in NLP solutions for customer feedback analysis.
Key Achievements:
- Developed sentiment analysis model with 92% accuracy for customer reviews
- Built ETL pipelines that processed over 5 million daily transactions
- Created visualization dashboards that drove a 15% increase in customer retention
- Implemented recommendation systems that increased user engagement by 28%
Machine Learning Intern
TechGiant Inc
Seattle, WA
Worked with the AI research team to develop and test machine learning algorithms. Focused on computer vision applications.
Key Achievements:
- Contributed to an image recognition system that improved accuracy by 12%
- Created a data augmentation pipeline for training computer vision models
- Co-authored a research paper on efficient model deployment
Junior Developer
InnovateTech Solutions
Chicago, IL
Worked on full-stack development with a focus on data-driven applications. Participated in developing web applications for data visualization.
Key Achievements:
- Developed RESTful APIs for data analytics services
- Created interactive dashboards using D3.js and React
- Implemented database optimizations that improved query performance by 40%