Pratyush Karna
Full Stack Developer @ REI Labs | AI Resident @ Apziva | Open for collab, new opportunities in Data Science, Machine Learning, Web Dev and AI | Exploring AI Agents to transform business solutions
- Role
- Ai Resident at Apziva
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Pratyush Karna
I am an AI Engineer at ContentLens specializing in AI detection, speaker verification…
Experience
Ai Resident
Jun 2025 — Present · Ankara, TR
Resident at Apziva\'s AI Residency Program working on building real-time Data Science and Machine Learning solutions- Built a Machine Learning model with about 85% accuracy using XGBoost that predicts customer satisfaction for a logistics & delivery startup and provided necessary the business recommendations based on high-impact features- Developed an ML model that gauges the possibility of a term-deposit subscription for an EU Banking Client\'s latest product, achieving approx. 91% accuracy- Leveraging feature engineering, identified the customer segments that the client must focus on to maximum subscription likelihood and further incentivize leads based on the model\'s ~67% recall- Assisted a talent management & sourcing-based client by building an automated ranking model that uses keyword search to find potential candidates for their job requirements, and ranks based on an integrated approach of Cosine Similarity + Kullback-Liebler Divergence- Made the flip detection mechanism more robust for an AI & Computer Vision client\'s mobile app MonReader, using the ResNet18 Convoluted Neural Network, that predicts page flips with ~92% F-1 Score and delivers the prediction with a confidence greater than 80%- Developed an automated Bitcoin Trading Agent for a FinTech client that fetches live BTC candles from Yahoo Finance, and applies different trading strategies to help user make trading decisions- Deployed the BTC Trading agent at real-time using Dash and Plotly, and added a live chat agent support that leverage gpt-o3-mini uses to support making strategic trading decisions.
Education
Maulana Azad National Institute of Technology
Bachelor of Technology (B.Tech.), Computer Science and Engineering
2013 — 2017
Rochester Institute of Technology
Master of Science - MS, Computer Software Engineering
2019 — 2021
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