Dawood Tanvir

Academic

Verbatim text

e
Dawood Tanvir
+923165078388, dawoodtanvir530@gmail.com
L
Bilal Town, Jhelum.
Linkedln: https://www.linkedin.com/in/dawood-tanvir-Sa5365283/
Education
Bachelor of Science (Data Science)
Major:
e ata Science, Deep Learning, Data Analytics, Data Visualization, Datamining, Machine Learning,
LMs and Database.
Projects
'Final Proiect: EDBOT a smart education content creator that creates slides and quizzes for a topic.
A. topic name is given and it generates powerpoint slides for that content with appropriate images. After slides, quiz
generation is followed by the created content containing MCQ's, Fill in t he blanks and short questions with different
difficulties.
r;emester Proiects:
Next Frames Prediction :
1.
Created ConvLSTM, PredRNN and Transformer from scratch.
2.
Trained the models on video frames for next 5 frames prediction.
3.
Achieved SSIM score 0.97 for Transformer, 0.92 for ConvLSTM and 0.90 for PredRNN.
Image Compression and Reconstruction using CNN:
1.
Implemented CNN from scratch.
2.
Trained CNN on JPEG images for compression and reconstruction.
Urdu Audio to Sign Language Video Creation :
1.
Created Urdu Signs Dataset.
2.
Used whisper model for Urdu audio transcription.
3.
Automated video creation of sign language according to the transcription.
Diabetes Chatbot :
1.
Built a chatbot using RAG technique for queries regarding diabetes.
Ask FAST:
1.
Fine Tuned and deployed Mistral-7b to cater FAST NUCES admission related queries.
Amazon Product Recommendation System:
1.
Developed a real-me recommendation system handling 128GB+ product data.
2.
Implemented Kafka & Spark reducing recommendation latency to <500ms.
Work Experience
Al Intern, Urdu X, FAST University, Islamabad.
June 2024 - Aug 2024
1.
Worked with a team to finetune and deploy Mistral-7b for FAST NUCES admission
related queries.
2.
Improved response time by 30 percent.
Skills & Tools
>rofessional Skills
eadershio. Problem Solving, Teamwork and Time Management.
Technical Skills
Python (Flask), Machine Learning and Deep Learning( Pytorch, TensorFlow, Sci kit-learn), NLP
Embeddings, Whisper), Power Bl, LLMs (Mistral, Deepseek, BERT), Data Visualization,
Database(SQL, MongoDB) and Prompt Engineering.
Achievements
Dean's List of Honors Fall 2023
Activities
Member of Operations Team of Fast Society of Arts
Interests
)laving Storv games and watching movies.
FAST NUCES ISLAMABAD CAMPUS

AI enrichment