Rishabh Kumar Pathak Email & Phone Number
Who is Rishabh Kumar Pathak? Overview
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Rishabh Kumar Pathak is listed as Data Scientist at UPL, a company with 25 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Rishabh Kumar Pathak.
Rishabh Kumar Pathak previously worked as Data Scientist at Leadsquared and Data Scientist (Product analytics) at Flyfin Ai. Rishabh Kumar Pathak holds Bachelor Of Technology - Btech, Computer Science And Engineering from National Institute Of Technology Jamshedpur.
Email format at UPL
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About Rishabh Kumar Pathak
As a Data Scientist with over 2 years of experience, I specialize in designing and deploying machine learning models that address real-world challenges. My expertise spans across a range of machine learning techniques, including supervised and unsupervised learning, deep learning, and generative AI (LLMs). I have a strong background in building end-to-end ML solutions, from prototyping through production, with a focus on ensuring robust performance through feature engineering, hyperparameter tuning, and model evaluation.In the field of Natural Language Processing (NLP), I am proficient in leading NLP libraries such as PyTorch, TensorFlow, HuggingFace Transformers, and SpaCy. I leverage cutting-edge NLP techniques to extract valuable insights from both structured and unstructured data. Beyond technical expertise, I have a strong ability to translate complex data insights into actionable business strategies, working closely with cross-functional teams to drive product development. I’m passionate about staying at the forefront of AI and machine learning research, continuously exploring new methods to deliver innovative solutions that create significant business value.
Rishabh Kumar Pathak's current company
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Rishabh Kumar Pathak work experience
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Data Scientist
Current- Transitioned Bot Architecture: Migrated from a traditional journey-based, hardcoded bot to a text-embedding retrieval model, and ultimately to a generative AI-powered bot, enhancing bot quality and user experience..
- Next Text Suggestion Model: Built a finetuned T-5 model and deployed the model using FastAPI. This product accelerated agent response times, improving customer support efficiency and reducing First Response Time by 18%.
- Ticket Classification Model: Trained an Anthropic Claude LLM to classify tickets into Query, Response, and Complaint (QRC) categories, streamlining ticket resolution and enhancing support operations.
Data Scientist (Product Analytics)
- Built product analytics dashboards, conducting featureanalytics, and A/B testing. Mentored interns under the same. Performed statistical modeling, generated forecasts,and presented findings to product teams and founders.
- Created a confidence meter using a KNN classifier to predict the likelihood ofexpenses being IRS deductible using user profile and expense detail, achieving 91%accuracy, improving financial decision-making for users.
- Developed ChatGPT Tax Assistant Bot: Engineered a tax assistant bot usingChatGPT, achieving 98.3% accuracy in tax-related queries and 93.7% overallaccuracy. This innovation enhanced user support and increased.
- Built an LSTM seq2seq model for dirty payee-name cleaning for analysis and model readability purpose.
Product Analyst Intern
Sde Intern
Automated Data Pipeline: Developed shell scripts on AWS S3 to automate the upload of client-shared CSV files to SAP HANA, and monitored daily upload logs for consistency.ETL Operations: Performed ETL processes on 10 CSV files prior to uploading data to ThoughtSpot, ensuring data quality and readiness for analysis.Data Visualization Report: Created a.
Rishabh Kumar Pathak education
Frequently asked questions about Rishabh Kumar Pathak
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What company does Rishabh Kumar Pathak work for?
Rishabh Kumar Pathak works for UPL.
What is Rishabh Kumar Pathak's role at UPL?
Rishabh Kumar Pathak is listed as Data Scientist at UPL.
Where is Rishabh Kumar Pathak based?
Rishabh Kumar Pathak is based in Bengaluru, Karnataka, India while working with UPL.
What companies has Rishabh Kumar Pathak worked for?
Rishabh Kumar Pathak has worked for Upl, Leadsquared, Flyfin Ai, and Siemens.
How can I contact Rishabh Kumar Pathak?
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What schools did Rishabh Kumar Pathak attend?
Rishabh Kumar Pathak holds Bachelor Of Technology - Btech, Computer Science And Engineering from National Institute Of Technology Jamshedpur.
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