Data Scientist | Business Strategist | Impact-Oriented Innovator
Solving real-world problems through data-driven insights and innovative product strategies.
- π Carnegie Mellon University Grad (Dec 2024)
- π οΈ Experienced in Data Science, Business Strategy, and AI/ML Solutions.
- π Passionate about transforming ideas into impactful solutions.
Here are some of the most impactful and innovative projects I have worked on and contributed to:
-
Stingray
Time-series analysis toolkit for X-ray astronomy and beyond.
Contributed to extending statistical methods for better insights into celestial observations. -
JazzHands
Wavelet-based analysis for astrophysical applications.
Collaborated on advanced signal processing to enhance high-energy spectra applications. -
Neural Image Captioning
Replicating Show, Attend and Tell Research Paper: framework for generating captions for images.
Developed using CNNs and LSTMs to enhance AI's contextual understanding of images. -
Crop Yield Predictor
Multilingual crop recommendation API promoting sustainable farming.
Achieved a 30% increase in farming profitability with a 91% F1 score. -
Checkmate Fact Checker
Real-time misinformation detection using NLP.
Improved public health campaign engagement by 18% for high-risk groups.
Explore more projects in my repositories!
- Certifications: AI Summer School at IIIT-H (2021), IBM Machine Learning Certificate, Professional Scrum Product Owner
- Data Science/Machine Learning: PyTorch, Scikit-learn, Pandas, Matplotlib, Seaborn, NumPy, XGBoost, NLTK, PySpark
- Languages/Tools: Python, PostgreSQL, Tableau, Git, Java, Apache Airflow, AWS (EC2, S3), Hadoop
πΌ Add me on LinkedIn: https://www.linkedin.com/in/desaiamogh/
π Check out my portfolio: https://tinyurl.com/amogh-portfolio