Summary
Overview
Work History
Education
Skills
Key Projects
Websites
Affiliations
Timeline
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Prashant Tomar

Dehradun

Summary

As a service-oriented Innovisionary Data Scientist, my commitment lies in surpassing system limitations to provide optimal business solutions. Passionately dedicated to adopt the military mindset of pushing our physical and mental capacities to their fullest, equipping us to conquer life's challenges with resilience.

Overview

Work History

A.I Conversational Intelligence Engineer (Intern)

SafeSquid SWG (09/2023- 12/2023)
  • Meticulously crafted user-centric bot architecture and dialogue flow, successfully implementing stakeholder objective of maximum product transparency, boosting user engagement by 25%
  • Enhanced chatbot accuracy by 30% through advanced prompt engineering and model fine-tuning for complex cybersecurity queries
  • Designed automated lead scoring, streamlining sales to enhance lead-to-customer conversion efficiency by 10%
  • Worked closely with engineering staff to execute prototype testing and refine bot modifications collaboratively
  • Conducted exhaustive research and thorough analysis of Retrieval-Augmented Generation (RAG) techniques and advanced model fine-tuning strategies, proposing to further enhance chatbot functionality

Education

Indian Institute of Technology Bombay - Engineering Physics

B.Tech (2021)
India

Skills

  • Language (Python, SQL, Excel)
  • Tools and Library (Tensorflow, Keras, Scikit-learn, spaCy, NLTK)
  • Data Visualisation (Matplotlib, Tableau)
  • Deep Learning (Neural networks, CNN, RNN, LSTM, GAN, Transfer learning, NLP)
  • Deployment (AWS,MLOps, CI/CD Pipeline)
  • Collaborative Tools (Git, Github)

Key Projects

A.I TechTalker using RASA ( Independent project / 2023 ) :
• Developed Rasa-based domain specific shopping chatbot, highly capable of polishing customer's buying decisions
• Orchestrated the integration of the chatbot with Facebook Messenger using Docker aiding in expanding user accessibility
A.I Automatic Ticket Classification Tool ( Independent project / 2023 ) :
• Developed a Langchain-based LLM chatbot for efficient customer query handling on public transport portal
• Leveraged pinecone-client for easy long term memory and high performance in our A.I system
Transform A.I - End to End Text Summarization Support System ( Independent project / 2023 ) :
• Developed an abstractive Text Summarization system utilizing PEGASUS, allowing customers and support agents to quickly and smartly grasp the main points of the conversation, increasing efficiency for customer issue resolution
• Implemented CI/CD pipelines with AWS and GitHub Actions, for easy cloud
accessibility of support system

Deep Optical Neural Network-Based Image Categorizer ( IIT Bombay / 2021 )
• Developed an image categorizer using Deep Optical Neural Network, achieving
97.34% accuracy, showcasing its superior efficiency and performance over
traditional computational counterparts
• Led a team of 4, synthesizing effective system design for deep ONN from
scratch, deeply utilized optical principles of physics to it's maximum potential

Deep Artistic Tool using Neural Style Transfer ( IIT Bombay / 2020 )
• Produced digital arts through the application of deep convolutional algorithms
via TensorFlow to expand creative possibilities in creative domain
• Conducted an In-depth Analysis of the Application of Artistic Neural Style
Transfer to Optimize Marketing Strategies

Affiliations

Web Coordinator Entrepreneurship Cell, IIT Bombay (06/2018 - 03/2019)
· Worked on the Frontend and Backend of Web Application of E-Summit in Django and ReactJs , which catered to 23,000+ participants of E-Summit
· Worked extensively on Improving UX/UI and aesthetic values of Entrepreneurship Cell websites like FCof, NEC, Eureka and Illuminate.
Design Coordinator Entrepreneurship Cell, IIT Bombay (06/2018 - 03/2019)
· Designed the UX/UI of the E-Summit app in a team of two with download over 500+ in two days.
· Worked closely in the ideation and designing of the ambience of E-Summit with a footfall of 23,000+

Timeline

A.I Conversational Intelligence Engineer (Intern)

SafeSquid SWG (09/2023- 12/2023)

Indian Institute of Technology Bombay - Engineering Physics

B.Tech (2021)
Prashant Tomar