GousiaKhanam

GousiaKhanam

Data Science Enthisiast
Qatar
Urdu, Telugu, English

نبذة عني

Data science enthusiast with good hands on data collecting, analysis and machine learning, deep learning using Python, Keras and its libraries. Collaborative team player with ownership mentality and a track record of del…

الخبرة

AI Innovation Research Lab Intern

Weill Cornell Medicine - Qatar
Jan 2024 - حتى الآن · 2 سنوات 6 أشهر

Collecting and annotating images, Developing and training deep learning models, Evaluating model performance, Preparing documentation and presentations

Healthcare Data Analyst

Freelance Data & Analytics Engineer
Jan 2022 - Mar 2024 · 2 سنوات 2 أشهر

• Created various dashboards & scorecards using Tableau.
• Orchestrated on complex SQL queries to handle the data logic.
• Leveraged python libraries to process various data formats includes rest API’s, Json, csv’s.
• Good experience with Qualtrics survey data, and created many dashboards in tableau for Qualtrics Survey.
• Carried out training to multiple students on SQL / Python / Tableau.

AI Innovation Research Lab Intern

Weill Cornell Medicine – Qatar
Jan 2024 - Jan 2024

Segmented images using U-Net and preprocessed data for deep learning models on HPC clusters.
Trained models and documented findings for enhanced reproducibility and knowledge sharing.

Freelance

AI & Data Projects
Jan 2022 - Jan 2024 · 2 سنوات

Built a Med-Bot using Llama2 and LangChain for medical query processing.
Developed a regression model for house price prediction using Python, integrated with an API.
Conducted time-series forecasting using ARIMA and SARIMAX techniques for air passenger data.
Led EDA and classification tasks using ROC and confusion matrix for bank client data analysis.

AI Projects

Freelance
Jan 2022 - Jan 2024 · 2 سنوات

• Involved in simple Med-Bot building using Llama2, a powerful tool designed to provide medical information by answering user queries using state-of-the-art language models and vector stores. LangChain integrates with Llama2, allowing to leverage capabilities in our application.
• Successfully created a simple end to end application to develop a machine learning algorithm to predict the price of the house using Linear Regression model, used GitHub to push the code. Created an API in the local development environment using the pickle file of the Linear Regression model for the Boston House data set. The application opened successfully on the local IP address port.
• Accomplished the case study for Air passengers sample data set to forecast for the next 6/12-months. Used various techniques like MA, WMA, Exponential Moving Average (EMA), ARIMA, SARIMAX to get the best result of forecasting data. Found EMA and SARIMAX to be best techniques with less error.
• Analyzed a Scribe Client bank data (EDA), which was a classification problem to predict whether the client can deposit or not. Analyzed the test data results with trained data using confusion matrix, ROC curve etc.

Consultant / Project Coordinator

Ashghal (via Cyberize Corp)
Sep 2021 - Apr 2022 · 7 أشهر

Coordinated the EMS project for the Public Relationship Department, overseeing UAT and deployment.
Provided user training to ensure seamless application adoption and performance tracking.

Consultant / Project Co-ordinator

Ashghal (through Cyberize Corp)
Sep 2021 - Apr 2022 · 7 أشهر

• Orchestrated as project coordinator of a web application project, EMS (Event Management System). This required my involvement in coordinating with the stakeholders of Public Relationship Department and technical team.
• Facilitated User Acceptance Testing activity and shared insights with the technical team to accordingly make corrections basis priority before going live.
• Analyzed the business requirements w.r.t the reporting of the events frequency and their outcome.
• Provided Hands on Training to the Client as part of user adoption plan. It helped the clients to get aboard easily to use the application in real time

Freelance

Data & Analytics Engineer (Freelance)
Jan 2022 - Jan 2022

Designed dashboards in Tableau and automated data processes using Python and SQL.
Processed Qualtrics survey data and delivered visual insights using Tableau.

Data Analyst – Tableau Developer

Gleam Technologies
Mar 2018 - Jun 2021 · 3 سنوات 3 أشهر

Delivered complex database solutions and optimized SQL queries for high-performance applications.
Developed robust data models and automated reporting processes to drive business decisions.

Data Analyst - Tableau Developer

Gleam Technologies
Mar 2018 - Jun 2021 · 3 سنوات 3 أشهر

• Assisted in the development of multiple database projects for different customers.
• Gathered all necessary departmental requirements from multiple business analysts, subsequently developing physical data models.
• Worked on Database queries extensively which includes joins, sub-queries, procedures, functions.
• Created Stored Procedures, functions to give the required outcome to feed into the application and for reporting purpose.
• Drove 97% stability, reliability and performance by optimizing the application SQL statements and designing user-focused databases.
• Repeatedly shown the skills to complete the projects on tight timelines.

Manual Tester

Freelance
Feb 2016 - Jan 2018 · 1 سنة 11 أشهر

Executed test cases and managed testing phases to ensure software quality and reliability.
Reported bugs and worked closely with development teams for timely resolution.

Manual Tester

Freelance
Feb 2016 - Jan 2018 · 1 سنة 11 أشهر

• Writing test cases as per BRD defined in product requirement document.
• Manage project through status meetings, weekly reports, identifying risks, and tracking issues.
• Actively involved in reviewing test cases and executing test cases.
• Maintaining daily status reports of test execution for the respective modules.
• Active participation in the weekly status update meeting.
• Involvement in creating Feature, Requirements, Test Cases and reporting Bugs on Azure Dev Ops.
• Extensively performing manual testing to ensure the quality of software

المهارات

بايثون (لغة برمجة) الإحصاء اختبار قبول المستخدم (UAT) الاستخبارات التجارية MS إكسل حالات الاختبار التعلم العميق تعلم الآلة معالجة اللغة الطبيعية باور بي آي تابلو MS SQL MySQL Dashboards Scorecards Prediction Forecasting Reporting Analytics RCA Fishbone Bug Reporting Keras Llama2 LangChain U-Net HPC API ARIMA SARIMAX ROC Confusion Matrix Qualtrics SQL
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