Senior Data Scientist & Technical Lead
Transforming complex data into actionable insights with 5+ years of experience in machine learning, NLP, and predictive analytics. Currently leading data science initiatives at Collins Aerospace (RTX).
Years Experience
Industries Served
Data Scientist Sr. Analyst & Technical Lead
Leading data science initiatives and technical development for aerospace maintenance solutions.
Graduate Research Assistant | Project Lead & ML Engineer
Led research initiatives and managed large-scale data science projects for academic applications.
Data Scientist
Applied machine learning techniques to optimize real estate pricing strategies and market analysis.
CTO & Data Scientist
Co-founded technology company and led comprehensive data science project development across multiple industries.
Associate Data Scientist
Specialized in computer vision and document analysis, developing intelligent document processing solutions.
Comprehensive expertise across the full data science stack, from data engineering to model deployment.
A selection of impactful projects demonstrating expertise in ML, NLP, and data-driven solutions.
Developed an NLP-based application for predictive maintenance alerts using semantic similarity models, knowledge graphs, and automated workflow systems for aerospace components analysis.
Research project applying reinforcement learning techniques for evaluation and decision-support of lockdown policies during epidemic outbreaks, contributing to public health policy optimization.
Led development of end-to-end machine learning system for university graduate admissions, incorporating predictive modeling, automated decision workflows, and performance monitoring.
Developed deep learning solution for melanoma detection from medical images using advanced computer vision techniques, contributing to early cancer detection capabilities.
Built image segmentation models for automated document analysis using Mask-RCNN and YOLO3, processing invoices, bank cheques, and identification cards with high accuracy.
Applied advanced machine learning techniques including ensemble methods and time-series forecasting for home rental price predictions and market analysis optimization.
Developed an advanced fraud detection system using Autoencoders for anomaly detection, capable of identifying fraudulent transactions in real-time with high precision and recall.
Built offensive language detection system for Nepali text using BERT transformers, addressing the unique challenges of low-resource language processing and cultural context.
Developed deep learning solution using Keras for real-time mask detection in crowded environments, contributing to public health safety measures during the pandemic.
Applied clustering algorithms and behavioral analysis to segment e-commerce customers, enabling personalized marketing strategies and improved customer retention rates.
Co-founded and developed comprehensive online learning platform with 10,000+ active learners, creating 20+ data science courses covering machine learning, analytics, and programming.
I'm always interested in discussing new opportunities, innovative projects, and collaborating on data science initiatives.
[email protected]
merishna-ss
merishnaSuwal
merishnasuwal
Los Angeles Metropolitan Area