I am looking for a job that allows me to apply my skills in AI development and data analysis. I am particularly interested in roles as an AI Developer or Data Analyst. I am seeking a company that values innovation and provides opportunities for growth and learning.
KS
Open to opportunities
KUMAR SHIVAM
@kumarshivam
Passionate student in field of AI and data analysis.
IndiaWhat I'm looking for
I am currently pursuing a Bachelor's degree at the Indian Institute of Technology (IIT), Kharagpur.
During my internships, I have gained valuable experience in the field of AI development. At Teksands.ai, I developed a CV parsing tool using Langchain and OpenAI text embedding to extract candidate information from PDFs and Docx files. I also created a CV ranking system using Pinecone vector database and OpenAI embeddings to match candidates with job requirements. Additionally, I utilized Langchain for stock market analysis, constructing a data pipeline to gather news articles and financial data.
In my research experience at the Indian Institute of Technology, Patna and Nottingham Trent University, UK, I focused on deep learning for emotion, sentiment, and fake news detection. I conducted sentiment analysis on various datasets, engineered multimodal sentiment and emotion prediction models, and analyzed fake news datasets using large language models. At Nottingham Trent University, I also conducted sentiment analysis and financial forecasting for business insights.
Experience
Work history, roles, and key accomplishments
TE
Current
Generative AI Developer
Teksands.ai
Feb 2024 - Present (1 year 4 months)
Developed a CV parsing tool with Langchain, integrating OpenAI text embedding and Q&A chain to extract vital candidate info from PDFs/Docx files. Created a CV ranking system with Pinecone vector database, utilizing OpenAI embeddings for retrieval of relevant profiles matching job postings. Innovated the use of Langchain for stock market analysis, constructing a data pipeline with yfinance and yaho
IP
Research Assistant
Indian Institute of Technology, Patna
Jul 2023 - Aug 2022 (-1 years 1 month)
Conducted sentiment analysis on the PHEME dataset using Bertweet, VADER, and manual annotation. Engineered an advanced multimodal sentiment & emotion prediction model by integrating ResNet50 for robust image feature extraction, PCA for dimensionality reduction, and BERT for comprehensive textual analysis. Analyzed diverse fake news datasets including Politifact, Snopes, Gossipcop, Twitter 15, Twit
NU
Research Assistant
Nottingham Trent University, UK
Apr 2023 - Aug 2022 (-1 years 4 months)
Extracted 2.9 million tweets related to business models using Twitter API, and performed annotation using Textblob and Vader pretrained model. Used LDA for topic modeling to uncover discussion trends. Conducted in-depth Scientometric analysis and Literature Review of Financial, Dynamic and FinTech Business research papers using Scopus dataset on VosViewer. Conducted extensive stock price forecasti
Education
Degrees, certifications, and relevant coursework
KUMAR hasn't added their education
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Availability
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Location
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