About Me
AI/ML Engineer specializing in Natural Language Processing and Generative AI applications. Passionate about building innovative solutions that bridge human-computer interaction through voice interfaces, intelligent chatbots, and creative AI tools. Experienced in both technical implementation and product strategy for AI-powered startups.
Featured Projects
Speech Grammar Correction via Voice Input
Enables users to speak grammatically incorrect sentences, and the system automatically corrects them using AI-based NLP models. Combines Automatic Speech Recognition (ASR), grammar correction transformers, and Text-to-Speech (TTS) to complete the loop.
QA Bot – RAG-Based Question Answering System
Developed a chatbot capable of answering questions from custom documents using Retrieval Augmented Generation (RAG). Built using vector databases, LLMs, and document chunking strategies to handle both unstructured and semi-structured data.
Features:
- Upload any document (PDF, DOCX, TXT)
- Parses and indexes with Weaviate
- Queries answered with accuracy and real-time context awareness
Rookus Startup – GenAI Campaign Pivot
Originally began with a vision to generate fashion designs using AI, but pivoted to Creative Campaigns as a Service (CaaS) after identifying market needs. Built AI tools for generating marketing content, product descriptions, and integrating with SEO tools and CRM workflows.
Impact:
- Runner-Up in the BIT Winter Cohort (July 26th 2025)
- Secured initial funding and praise for innovation
- Judges appreciated the pivot and idea clarity
Key Learnings:
- Market research and user demand are critical
- Pivoting at the right time can transform product trajectory
- Effective storytelling and problem solving wins investors
Technical Skills
NLP & LLMs
- Prompt engineering & fine-tuning
- Retrieval-Augmented Generation (RAG)
- Speech-to-Text & Text-to-Speech
- Grammar correction models
Development
- Python programming
- Gradio UI development
- Hugging Face ecosystem
- Vector databases (Weaviate)
Product & Strategy
- AI product development
- Market research & validation
- Startup pitching & storytelling
- Product pivoting strategies