Resume

Resume

Education

Savitribai Phule Pune University
March 2024 - August 2024
B.Tech in Artificial Intelligence and Data Science
CGPA: 9.48/10

Relevant Work Experience

Machine Learning Intern, Dataspeaks
March 2024 - August 2024
  • Developed AI-driven solutions for automated video content generation from diverse data formats serving B2B clients
  • Implemented and fine-tuned NLP and Computer Vision models for accurate video component generation
  • Leveraged AWS and GCP to set up ML pipelines and integrate RAG systems for tailored Q&A solutions
Data Science Intern, Whiz Key (OPC) Pvt Ltd
February 2024 - July 2024
  • Developed models to detect pre-malignant lesions in oral cancer from endoscopic images
  • Improved lesion recognition accuracy by 30% using semantic segmentation and depth mapping
  • Enhanced model performance by 20% with CNN-based architectures, gaining experience in medical imaging and data preprocessing

Academic Projects

NEET-QA: Retrieval Augmented Generation in Competitive Examinations

  • Evaluated a RAG-based Question Answering System for NEET(Indian Medical Entrance) exam using custom retrieval methods.
  • Boosted answer accuracy by 12.5% on average against simple LLMs in PCM MCQ answering, with highest of 20.1% in Biology domain.
  • Publication: Research accepted in ICAAIML conference (Paper ID - 56), AIP Conference Proceedings 1. 1(1)
  • Recognition: Best Paper award from 300+ submissions

SereneMind: AI-Therapist-Chatbot

  • Developed a mental health chatbot using DistilBERT, XLM-RoBERTa, and GPT-2 for intent and emotion classification
  • Fine-tuned Microsoft’s goal-directed dialogue model.
  • Achieved 61% response accuracy with reduced hallucinations, evaluated via SacreBLEU.

Complex PDF Table Extractor

  • Developed a tool using transformer models and multimodal vision tools
  • Extracted structured data from complex PDFs with multiple tables
  • Converted content into CSV/JSON formats using OpenAI Vision and Gemini Vision Pro

Skills

Programming & Frameworks

Python, C++, PyTorch, TensorFlow, Scikit-learn, Flask, FastAPI, JavaScript

Machine Learning & AI

Regression, Clustering, Classification, Web scraping, CNNs, RNNs, GANs, transformers, NLP, Computer Vision, Generative AI, Hugging Face transformers, LLMs, Neural Networks, Prompt Engineering, PEFT

DevOps & Cloud

AWS, Serverless Framework, Airflow, Docker

Tools & Platforms

Hugging Face, Jupyter Notebook, Git, PowerBI, Vertex AI, PyCharm, Langchain, OpenAI

Specialized Skills

Chatbots (Ruled Based, Hybrid, and Generative AI), Advanced RAG techniques

Online Courses & Certifications

  • Deep Learning Specialization - DeepLearning.AI
  • Building Deep Learning with Tensorflow - IBM
  • Relational Database (300 hours) - FreeCodeCamp
  • Data Analysis with Python - FreeCodeCamp