Building a Movie Recommendation System from Scratch
A deep dive into content-based filtering using cosine similarity and CountVectorizer for personalized recommendations.
Read ArticleAI/ML Engineer with 1+ years of experience in Generative AI, LLMs, Computer Vision, and Data Engineering. Passionate about solving real-world technical challenges.
Introduction
AIML Engineer with 1+ years of experience in Generative AI, LLMs API Integration, Data Engineering, Computer Vision, Python Web Development, and Google Apps Script automations.
Passionate about achieving deep domain expertise in Artificial Intelligence and Machine Learning by continuously adapting to emerging technologies and mastering advanced concepts to solve real-world technical challenges that create measurable impact.
What I Work With
My Work
AI-powered database chatbot using Flask and Google Gemini API that translates natural language queries into executable MongoDB queries and returns structured results in Excel/JSON formats.
View ProjectMultilingual document Q&A chatbot using Flask, Tesseract OCR, and Gemma LLM (via Ollama), with hybrid RAG retrieval powered by LaBSE embeddings and FAISS vector search.
View ProjectFlask-based app that processes emergency audio using Whisper for transcription, Pyannote for speaker diarization, and a fine-tuned Gemma LLM for automated urgency assessment (0-5 scale).
View ProjectMy Expertise
Building predictive models using supervised and unsupervised learning techniques for real-world applications.
Designing neural network architectures for complex pattern recognition and feature extraction tasks.
Processing and analyzing text data for sentiment analysis, text classification, and language understanding.
Image processing and object detection using advanced computer vision algorithms and neural networks.
Knowledge Sharing
A deep dive into content-based filtering using cosine similarity and CountVectorizer for personalized recommendations.
Read ArticleExploring text preprocessing, TF-IDF vectorization, and classifier fine-tuning for spam detection systems.
Read ArticleEssential EDA techniques using Pandas, Matplotlib, and Seaborn to uncover patterns before model training.
Read ArticleWhat I've Done
Capermint Technologies | Iskcon, Ahmedabad
Technologies: Python, MediaPipe, YOLO, MongoDB, Flask, Gemini API, Playwright
BMV System Integration | Vastrapur, Ahmedabad
Technologies: Python, Google Apps Script, RAG, Flask, Web Scraping
My Education
LJ University, Sarkhej, Ahmedabad
Major Coursework: Python, AI/ML, Java, Database, DevOps, DSA, OS, Web Development
Average CGPA: 7.18/10
Swaminarayan English School, New Ranip, Ahmedabad
HSC Class 12th (2022):
81.51%
SSC Class 10th (2020):
80.33%
Get In Touch
I'm always open to new opportunities and collaborations.