Summary
Overview
Work History
Education
Skills
Timeline
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Suresh Kanigiri

Hyderabad

Summary

Experienced Data Scientist with a proven track record of delivering impactful insights and AI solutions. Over 4 years of experience applying advanced ML, DL and NLP techniques to solve complex business problems. Proficient in various NLP tasks and skilled in using cutting-edge technologies like Gen AI.

Overview

13
13
years of professional experience

Work History

Data Scientist

Infor
Hyderabad
06.2020 - Current
  • Developed a Question-Answering system for Digital COE using RAG framework,reducing time and cost by 52% and 44%.
  • Chunked and embedded policy documents using Bi Encoder, stored in a vector database.
  • Generated answers by sending query and retrieved context to a generative model.
  • Presented complex findings to non-technical stakeholders through clear visualizations and concise reports.
  • Evaluated all scenarios involving Open source versus Closed Source models, both with and without Cross-encoders and fine tuning.
  • Created a summarization application for News Client,improving alignment with human instruction,behavior and style.
  • Develop a disease classification models using NLP-based models, leveraging historical data, which increased profits by 9% by reducing expenses.
  • Trained models including Naive Bayes,SVM,CNN,LSTM and BERT.
  • Evaluated model performance using Confusion Matrix and Classification Reports.
  • Developed a Dynamic pricing prediction system using historical data,market trends, and maximize revenue.

Senior Associate Consultant

Infosys
Hyderabad
09.2019 - 03.2020
  • Keeping Production systems running takes priority.
  • Development,Test and Production environment support(Linux and windows).
  • Monitored and worked on alerts send by Cloud Watch on various issues related to server availability,disk issues, CPU,Memory and processes etc.
  • Deployed and monitor scalable infrastructure on Amazon web services and configuration Management.
  • Responsible for troubleshooting various system problems such as core dump analysis,network problems and hardware related problems.
  • Worked on the tickets assigned by the support team through Service Now.

Associate Engineer

ICICI Bank
Hyderabad
05.2012 - 07.2018
  • Designing,building infrastructure on AWS environment using Cloud Formation and Terraform.
  • Launching and configuring of Amazon Ec2 and configuring the servers for specified applications.
  • Keeping production systems running takes priority.
  • Monitor all the system/logs/alert proactively and respond and take necessary action in time.
  • Worked on tickets assigned by the helpdesk.

Education

Master of Computer Applications - Computers

JKC College
Guntur
05-2009

Skills

  • Frameworks : Langchain, Llama Index, Huggingface, Sentence Transformers, Vector DBs, Scikit-Learn, Scipy, NLTK, Gensim, Tensorflow, Keras
  • Technical Skills : RAG, LLMs - Generative(ChatGPT, Llama, Mixtral, Falcon), Embedding(BERT, ROBERTA, all-mpnet), T5, Prompt Engineering, Transformers, ML, NLP, Python, Statistics, Probability, Vector Algebra, Calculus
  • Business Understanding, Analytical Thinking, Good Communication

Timeline

Data Scientist

Infor
06.2020 - Current

Senior Associate Consultant

Infosys
09.2019 - 03.2020

Associate Engineer

ICICI Bank
05.2012 - 07.2018

Master of Computer Applications - Computers

JKC College

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Suresh Kanigiri