Jaskeerat Singh Email & Phone Number

Edmonton, Alberta, Canada

Edmonton, Alberta, Canada

• Collected and cleaned construction-related safety incident datasets from various sources using named entity recognition.
• Conducted multi-categorical classification on incident reports to classify by industry using an ensemble algorithm combining naive bayes classifier, decision trees, and a finetuned model of llama3-8b, achieving an.
• Currently, researching and developing an ensemble algorithm involving artificial neural networks, support vector machines, decision trees, random forests, and naive bayes to predict factors such as part of body injured.
• Gained experience with AWS SageMaker

Canada

• Conducted data exploration and pre-processing tasks on a wide range of datasets, including unconventional data sources.
• Reviewed, corrected, and evaluated data-visualization code (including histograms, line/scatter plots, heatmaps, 3D contour plots, box plots, bubble charts, etc) primarily through pandas, matplotlib, seaborn and plotly.
• Trained different AI chatbots to code by designing diverse coding problems, and punishing/rewarding the chatbots based on their code solutions/explanations to promote/discourage certain behaviors.
• Collaborated with the development team to improve chatbot functionality and efficiency.

Gurugram, Haryana, India

• Evaluated and compared the performance of 3 ASR models for use in the Indus Foundational LLM project using Hindi speech-text datasets containing ∼10 hours of test speech.
• Fine-tuned the whisper model through HuggingFace datasets constructed from Hindi-text-speech corpuses of ∼140 hours of speech.
• Achieved a WER and CER of ∼18% and ∼11% respectively through the finetuned model.
• Experimented with NLP techniques like one/few shot-learning, qLORA and soft prompting.
• Gained proficiency with ML libraries like TensorFlow/Scikit-learn through the implementation of NLPtasks such as sentiment analysis, tokenization, etc

Edmonton, Alberta, Canada

• Provided one-on-one tutoring in physics, mathematics and computer science to over 25 high school/junior year college students.
• Created personalized learning plans to cater to individual student's needs and learning styles.
• Maintained detailed records of tutoring sessions, including progress reports, goals, and outcomes.

Bachelor Of Science - Bs, Computer Engineering

High School Diploma, Science, Nursery - Grade-12

Activities and Societies: Badminton School Team Member and Leader, School Band Rhythm and Lead Guitarist, Wired Music Festival.