Summary
Overview
Work History
Education
Skills
Certification
Projects
Timeline
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Durga Charan Alimili

Hyderabad

Summary

Results-driven AI/ML Engineer with extensive experience at Digi Delight, leading the development of innovative projects such as Digi Expense and advanced AI agents. Expertise in Python, machine learning, and data analysis enables the transformation of complex data into strategic insights. A collaborative problem solver dedicated to advancing AI research and applications through impactful solutions.

Overview

1
1
year of professional experience
1
1
Certification

Work History

AI/ML Engineer

Digi Delight
Hyderabad
02.2024 - Current
  • Key Projects:
  • Digi Expense: Focused on transaction enrichment to enhance data quality and usability in the project using the large language model Llama3 with Ollama.
  • Social Media Analysis: Worked on analyzing social media data to extract insights and trends.
  • Sentiment Analysis: Developed a model to gauge public sentiment on various topics using Scikit-Learn.
  • Chatbot with RAG Function: Created a chatbot with retrieval-augmented generation capabilities using Groq and Langchain.
  • Dataset Analyzer: Built tools to preprocess and analyze large datasets using Pandas and NLTK.
  • Research on Large Language Models: Conducted extensive research on the applications of large language models, including work with LangChain.
  • AI agents : Built AI agents using (Autogen & CrewAi) framework:
  • Recruitment agent with CrewAI: Built an agent to process resumes, shortlist candidates, and save data into the database
  • Interview agent with CrewAI: Created an agent to process resumes and generate interview questions based on them
  • Talk to Database agent with (Autogen & CrewAi): Developed an agent to query a database using natural language
  • FastAPI : Built POST APIs for agents to upload and process data, and GET APIs with filtering to retrieve candidate data according to job requirements

Education

B. Tech - CSE

GIST
Gangavaram, Nellore
01.2023

Intermediate -

Narayana junior College
Nellore
01.2019

SSC -

Sri Chaitanya School
Danalakshmipuram, Nellore
01.2017

Skills

  • Python
  • Numpy
  • Pandas
  • PostgreSQL database
  • Model development
  • Data preprocessing
  • Sentiment analysis
  • AI agents with Autogen and CrewAI framework
  • FastAPI framework
  • Machine learning
  • Artificial intelligence research

Certification

Completed 6 months internship on machine learning in Digi Delight.

Projects

Online Assessment Evaluation, Supports (primarily in higher education) paper-based examination. Image processing to accomplish the MCQ correction in a very easy manner. It produces great effort to deal with the barriers of multiple choice assessment correction. Usage of open C.V library in python. Histogram equalization is a technique used to adjust the intensity levels of an image to improve its contrast.

Timeline

AI/ML Engineer

Digi Delight
02.2024 - Current

B. Tech - CSE

GIST

Intermediate -

Narayana junior College

SSC -

Sri Chaitanya School

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Durga Charan Alimili