Showcasing My

Data Science & AI Projects

Experienced Data Scientist and Deep Learning Engineer with a proven track record in building successful algorithms, predictive models, search engines, and computer vision applications. Committed to utilizing data-driven insights to create impactful solutions at the intersection of data science, deep learning, computer vision, and search technologies.

Enterprise Projects

Featured

Zuora ITSM Assistant

Emplay Analytics
Led the development of a sophisticated user assistant service for Zuora. Optimized operational workflows through advanced NLP solutions, leveraging LLMs and RAG-based architecture. The product was released to 1500+ Zuora employees, reducing tickets by 20%.
LangChain GPT-4 Turbo Elasticsearch ServiceNow

AI-driven SAP Sales Pitch Evaluation

Emplay Analytics
Conceptualized and implemented an advanced system for evaluating sales pitches for SAP. Provided real-time actionable insights to the sales team, enhancing decision-making processes and improving sales performance metrics.
LangChain GPT-3.5 Turbo Elasticsearch Python

ITSM Template Creation

Emplay Analytics
Led the development of a highly adaptable IT service management (ITSM) template for LTIM Mindtree. Reduced implementation time for diverse projects by 70% through a generalized template approach.
Python LangChain GPT-3.5 Turbo FastAPI

Vodafone ITSM Assistant

Emplay Analytics
Developed an assistant bot for Vodafone, providing various tools such as ticket raising, retrieval, knowledge base search, and next step advisor functionalities. Enhanced user experience and support efficiency.
Python 3.10 FastAPI LangChain Docker GPT-4 Turbo

Paige: Enterprise Search Engine

Emplay Analytics
Developed and deployed a search engine for P&G, a Fortune 500 consumer goods company. Engineered Question Answering and Search APIs, enhancing search algorithms to ensure higher accuracy and improved efficiency.
Haystack Elasticsearch Python Machine Learning

SAP Support Bot

Emplay Analytics
Led the development of a question-answer generation service using Generative AI for a chatbot project with SAP. Developed a data ingestion API service to efficiently process and integrate raw documents into Elasticsearch.
Generative AI Weights & Biases Elasticsearch API Development

Research Projects

Identification of Suicidal Ideation

Research Project
Collaborated on a research project to identify suicidal ideation on social media. Published in the Egyptian Informatics Journal, this work used classification models to accurately identify at-risk content on social platforms.
Python R NLP Machine Learning
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Indian-ANPR

Think Dignity International
Developed an end-to-end Number Plate Recognition project using deep learning and computer vision techniques for detection, extraction, and recognition of number plates from images and security footage.
Computer Vision Deep Learning OCR TensorFlow

Hair Loss Diagnosis

Zebo.ai
End-to-end development of a Hair Loss Diagnosis project, utilizing multi-classification CNN for accurate identification of hair loss types. Deployed as a real-time prediction API on Google Cloud Platform.
CNN Flask GCP Image Processing
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Movie Recommendation System

Personal Project
Designed and developed a movie recommendation system using collaborative filtering techniques. Built a Stacked LSTM Neural Network that achieved an accuracy of 87%.
LSTM Python R Collaborative Filtering
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Fake News Detection

Personal Project
Developed a solution to detect and filter out sites containing false and misleading information. Used NLP and machine learning techniques to accurately classify news articles.
NLP Python Text Classification Machine Learning
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Intraday Stock Trading on Real-time Data

Technocolabs
Stock Price Prediction using real-time data. Developed a system for analyzing stock market patterns and making predictions for intraday trading strategies. Deployed on Heroku.
Time Series Python Heroku Data Analysis
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View More Projects on GitHub

Featured Projects

Zuora ITSM Assistant

Identification of Suicidal Ideation

Hair Loss Diagnosis Using Deep Learning

Technologies I Use

Python TensorFlow PyTorch LangChain Elasticsearch FastAPI Docker AWS Azure GCP NLP Computer Vision R

"Success is not final, failure is not fatal: It is the courage to continue that counts."

— Winston S. Churchill