Default profile banner
DT

Deepak Thakur

@deepakthakur

Senior Test Engineer(AI/ML & GenAI) at Agreeya Solutions

Noida

Agreeya SolutionsMaharishi Dayanand University

Experienced Senior Test Engineer adept at developing innovative solutions for data-driven projects. Led the development of a RAG-based Confluence chatbot, utilizing Python and data science tools such as Machine Learning, Deep Learning, and NLP & GenAI. Proven in enhancing product reliability, optimizing testing processes, and delivering impactful insights.

Experience

Senior Test Engineer(AI/ML & GenAI)

Agreeya Solutions

Dec 2023 - PresentNoida

Developed and assessed the feasibility of a RAG (Retreival Augmented Generation) based Confluence chatbot using open-source language models. Led data ingestion efforts into Llamaindex, achieving a 20% reduction in processing time. Implemented solutions to handle various Confluence attachments, resulting in a 25% increase in the chatbot’s knowledge base coverage.

Quality Assurance Engineer

3 Pillar Global

Jan 2021 - Dec 2023Noida

Orchestrated a Generative AI initiative, leveraging ChatGPT to autonomously generate detailed test cases from user stories, reducing manual effort by 40%. Conducted rigorous evaluations of ChatGPT’s test generation capabilities, achieving a 90% accuracy rate. Spearheaded the exploration of Large Language Models (LLMs) for domain-specific fine-tuning.

Automation test Engineer

ConveGenius Edu

Mar 2020 - Dec 2020Noida

Expertise in software testing, offering a skill set spanning quality assurance and data-driven insights. Proficient in manual and automated testing, utilizing Selenium WebDriver with Java for efficient automation.

Test Analyst

Inventors Intellects Invention

Mar 2019 - Feb 2020Noida

Experienced Test Analyst skilled in meticulous manual testing, creating comprehensive test plans, and specializing in various testing types for ensuring software quality and reliability.

Senior AR Analyst

eMDS

Jun 2017 - Dec 2018Noida

Employed optimization techniques to enhance the claims resolution process, resulting in increased claim acceptance rates. Proactively addressed issues and reduced claim denials using data insights.

AR Analyst

Pacific

May 2016 - Jun 2017Noida

Focused on data management and analytics, handled and analyzed substantial patient data and insurance claims volumes. Utilized data-driven strategies to discern patterns and trends in denied insurance claims.

Education

Maharishi Dayanand University

B.Tech

Electronics and Communication Engineering

Jan 2010 - Jan 2014

Licenses & Certifications

Full Stack Data Science Course

Skills

Python
Java
SQL
Numpy
Pandas
Matplotlib
scikit-learn
keras
Tensorflow
Transformers
GitHub
AWS
MongoDB
Flask
Streamlit
Machine Learning
Deep Learning
NLP
Sentiment Analysis
Named Entity Recognition
Transfer Learning
Hyperparameter Optimization
Attention Mechanisms
Activation Functions
Feature Engineering
Transformers (BERT)
Recommendation Systems
Selenium
Agile Method
OpenAI
Llama2
Chromadb
Weaviate
RAG
Langchain
Llamaindex
Fine-tuning