PAVAN SRIVATHSA R
@pavansrivathsar
Data Scientist at Koantek
Bangalore, Karnataka
Pavan Srivathsa R is a Data Scientist at Koantek with expertise in Artificial Intelligence and Machine Learning. He has successfully led projects involving LLM integration, recommendation engines, and computer vision. Pavan holds an M.Sc from Liverpool John Moores University and is proficient in Python, PyTorch, and Databricks.
Experience
Data Scientist
Koantek
Led the integration of ChatGPT for ZenDesk support, optimizing GPT-3 for automated customer service. Fine-tuned Wizard Vicuna Model on Dolly Dataset applying PEFT and QLoRa. Implemented an e-commerce recommendation engine using ALS and Apriori algorithm. Trained a Siamese U-Net model on disaster datasets. Launched ChatGPT API on WhatsApp using Twilio and OpenAI API. Developed sentiment and propensity models using XLNet and BERT variants. Implemented Faster-Mask-RCNN for semantic segmentation and Style GAN for apparel generation. Developed web scraping and NER models for oncology data extraction.
Associate Analyst
Ugam Solutions
Designed a python script to scrape web pages using BeautifulSoup Library for various retailers. Proficient in performing detailed analysis website responses with get and post both methods including API base response. Built efficient scripts to handle multiple regions of a single retailer.
Intern
Chira Technology
Smart Water Meter: Built a real-time data collection pipeline using ArduinoNano and NodeMcu to store the data in a database and programmed an LCD to display the quantity and quality of water consumption instantaneously.
Education
Liverpool John Moores University
M.Sc
Artificial Intelligence and Machine Learning
IIIT, Bangalore
PG-Diploma
Artificial Intelligence and Machine Learning
Dr.Ambedkar Institute of Technology, Bangalore
Bachelor of Engineering
Computer Science
Licenses & Certifications
Databricks certified Data Scientist
Databricks