Machine Learning
Location : Remote, India,
Experience : 9 Year
Rate: $15 / Hourly
Availability : 1 Week
Work From : Offsite
Category : Information Technology & Services
Work experience
AI Developer
Feb, 2022 - Jul, 2023
Research Paper
Publication
Data Science System of Predicting
and Leveraged AI to automate and build features around intranet communication platform. Designed a chatbot to address product and intranet data queries, reducing the CSM team's burden by 80% for routine inquiries. Improved search capability with topic modelling on images and doc files.
Summary generation tool for long posts/feeds/emails saving read time and increase productivity saving 95% of read time.
Tech stack: Python, SQL, NLP, ML, Docker, AWS, Transformers, LLM
Detecting Chikungunya Virus
using Ensemble Techniques.
Skills
Python
Machine Learning Engineer (NLP)
Mancorp Innovation Labs
Mar, 2020 - Jul, 2021
Machine learning
Develop intelligence and increase productivity with the help of AI in Judiciary system. Strategised solutions for various NLP problems - chatbot, text summary, NER, question answering and number of domain specific problems. Developed a question answering chatbot model which reduced lawyers 90% time for getting insights about case. Designed and developed a model to extract laws mentioned in case which further used to filter cases according to domain and complexity.
Tech stack: Python, SQL, Docker, GCP, Tensorflow, Transformers, LLM SQL
AWS
Docker
Associate-project
Cognizant Technology Solutions
Jul, 2018 - Feb, 2020
Technologies Worked On
Worked on migration of legacy system from mainframe to java. Designed and developed a complete microservice independently. Developed a tool for data analysis for legacy and modern system. Tech stack: JAVA, Springboot, SQL
Docker
LLM
AWS
GCP
Fastapi
Intern
Contentserv
Data transformation and integration for a MDM system. Worked in JAVA with Spring MVC framework, OrientDB
Projects
Drowsines Detection VIT
final project
Jan 2017 - Jul, 2018
Jul 2017 - Dec 2018
REST
API NLP
Machine
Learning Deep
Learning
Tensorflow
Pytorch
Transfer
learning(Transformer)
Achievements
Many prices in chess (District +
Built a machine learning model to detect drowsiness with image processing It will prevent accidents by timely alerting driver with buzzer.
state level)
Member of VIT's dance crew
(Zephyr)
Runner up (melange -
Footlose) Winner
(Vishwakarandak - footlose)
State level participation in
martial arts.
Project Name: Chatbot model:
Duration: Jan 2023 - June 2023
Roles and Responsibilities:
• Worked on developing a chatbot model.
• It involved scraping information from domain, indexing transforming in vectors.
• Then make the data available for QnA.
Project Name Law extractor:
Duration: Dec 2020 - Mar 2021
Roles and responsibilities
• Designed a model to extract laws and articles mentioned in a law case file
• Fine tuned a large language model such as T5.
• Made a strategy to clutter the data to 1% and then feeding it to model.
Project Name Image search:
Duration: May 2022 - Aug 2022
Roles and Responsibilities:
• Indexed images and made it searchable with text
• Extracted image description using AWS Rekognition services
• Also extracted text with OCR and indexed
Project Name Log Anlyser:
Duration: Sept 2022 - Dec 2022
Roles and Responsibilities:
• Extracted domain insights from Log data
• Created a tool to extract information about performance of all services
• It helped to shut down unwanted service
• Also helped in optimising flow.
Education
B. Technology
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