Jaisal Singh

Recent graduate with excellent research, technical and problem-solving skills with a strong grasp in the field of Data Science and Financial Markets. Detail-oriented and able to learn new concepts quickly.

SEBI Certified Research Analyst

Mental Health Virtual Assistant,

• Developed a Virtual Assistant designed to provide supportive responses for coping with mental health issues.
• Built and evaluated two models, CNN and CRNN, to determine the most accurate for implementation.
• Utilized the model with the highest accuracy to power the Virtual Assistant.
• Implemented personalized responses based on user’s age, gender, and detected emotions.
• Integrated webcam functionality to capture and analyze user emotions through facial recognition.
• Added a speech-to-text feature to enable verbal interactions with the assistant.
• Enabled the assistant to retrieve and deliver the most relevant responses based on user input and emotional state.

Sentiment Analysis of IMdb Movie Reviews,

• Evaluated the performance of three different machine learning models on the IMDB dataset for sentiment analysis.
• Compared the effectiveness of the models using various evaluation metrics.
• Developed a user-friendly GUI to enhance accessibility and user experience.

Regression Analysis on Vehicle Dataset,

• Obtained data regarding Car prices and its specifications from Car Dekho.
• Performed Exploratory Data Analysis along with Visualisation
• Fitted a Linear model into the data with ‘Price’ being a dependent variable

Stock Market Prediction using Time Series Analysis,

• Fetched real time data from python library called yfinance.
• Performed EDA on the data which included, checking for outliers, and stationarity
• Applied two ARIMA models on the data in order to predict stock prices
• Used RMSE as a metric to determine the accuracy of both the models.

• Captain of NSOMASA Football Team, 2022-2024

Represented the college in various football tournaments across Mumbai as Captain.

Managed the squad of 16 players, including preparing team drills and tactics.

• Sub-Head of Sports Committee, 2023-2024,

 Part of the Core Committee of the NSOMASA Student Council. 

Overlooked organising events including budget allocation and coordinating with venues and sponsors.

• Member of Sports Committee, 2022-2023,

 Took part in organising various sporting events in the college.

 Responsible for overlooking and ensuring everything runs smoothly on the day of the event.

• Led the sports committee of my college to successfully organize various sporting events as Sub-Head
• Captained the college football team across various football tournaments in Mumbai.

• Runners-Up in NMIMS inter-college Football Tournament during the sports fest called Samarthya '23 in which 64 colleges took part from all over Mumbai.

• Introduction to Generative AI - Google
• Python and Data Science - IBM