About
Highly motivated Electrical Engineering student at IIT Bombay with a robust foundation in Data Science and Machine Learning. Proven ability to design and implement end-to-end ML systems, conduct comprehensive data analysis, and develop scalable applications. Adept at leveraging advanced analytical techniques, machine learning models, and programming languages (C++, Python, Java) to solve complex problems and drive impactful results. Seeking challenging data-driven roles to apply technical expertise and leadership skills.
Work
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Summary
Conducted in-depth data analysis and visualization to derive actionable insights from user behavior and optimize resource utilization.
Highlights
Conducted comprehensive data analysis on extensive user data volumes to gauge user behavior, leveraging advanced analytical techniques for strategic insights.
Addressed and resolved data redundancy issues within user volume data, performing robust feature engineering using PySpark to optimize data quality and analytical efficiency.
Generated critical insights and visualized complex user resource usage patterns using Tableau Software, informing data-driven decision-making.
Developed and implemented a robust forecasting model to accurately predict when user data would reach threshold storage limits, enabling proactive resource management.
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Summary
Designed and implemented a comprehensive machine learning system for user expenditure forecasting, enhancing data integrity and model performance.
Highlights
Designed and implemented a comprehensive end-to-end machine learning system to accurately forecast user expenditure based on historical transaction data.
Leveraged PostgreSQL for robust storage of user transaction data, performing extensive exploratory data analysis and transformations to select key features, significantly improving model accuracy and ensuring data integrity.
Streamlined machine learning model development, testing, and inference pipelines by effectively utilizing MLflow and Weights & Biases.
Architected a high-performance and lightweight FastAPI server with RESTful APIs, enabling efficient and scalable model inferencing.
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Summary
Developed and deployed a real-time audio transcription system leveraging state-of-the-art ASR models and optimized for performance.
Highlights
Designed and implemented a real-time audio transcription system utilizing state-of-the-art ASR models from Hugging Face pipelines.
Integrated Wav2Vec 2.0 and Whisper models for ASR tasks, optimizing performance with appropriate tokenizers.
Utilized Torchaudio and librosa for efficient audio preprocessing, optimizing parameters to significantly reduce latency and improve transcription accuracy.
Conducted extensive local testing with diverse audio samples and successfully deployed the transcription pipeline as a scalable web service.
Volunteer
Spaceport America Challenge
|Lead Payload Engineer
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Summary
Led the design and development of a complex payload, demonstrating leadership and technical mentorship.
Highlights
Successfully led the design and development efforts as Lead Payload Engineer for the Spaceport America Challenge.
Mentored a team of 4 engineers as Payload Subsystem Leader, providing technical guidance and fostering skill development.
Awards
All India Rank 1478 in JEE Advanced
Awarded By
Joint Entrance Examination (JEE) Board
Achieved a top rank among 150,838 highly competitive candidates nationwide, demonstrating exceptional academic aptitude.
Matriculation Achievement
Awarded By
N/A
Secured 96.2% in Matriculation, demonstrating a strong academic foundation and consistent high performance.
All India Rank 1731 in JEE Mains
Awarded By
Joint Entrance Examination (JEE) Board
Secured a top rank among 1.034 million candidates nationwide, reflecting strong foundational knowledge in science and mathematics.
Kishore Vaigyanik Protsahan Yojana (KVPY) Fellowship
Awarded By
Indian Institute of Science (IISc), Bangalore
Awarded a prestigious fellowship in the SA stream, recognizing outstanding talent and aptitude for research in basic sciences.
International Rank 106 in National Science Olympiad
Awarded By
Science Olympiad Foundation
Achieved a high international ranking in a competitive science olympiad, showcasing strong scientific knowledge and problem-solving skills.
Languages
English
Fluent
Hindi
Native
Skills
Programming Languages
C++, Python, Java, MATLAB, LaTeX, Assembly, VHDL, Bash.
Machine Learning & Deep Learning
TensorFlow, PyTorch, XGBoost, Hidden Markov Model (HMM), ASR, NLP, Computer Vision, MLflow, Weights & Biases, Wav2Vec 2.0, Whisper, Torchaudio, librosa.
Data Analysis & Databases
PySpark, PostgreSQL, MySQL, Tableau Software, Data Visualization, Feature Engineering, Exploratory Data Analysis.
Web & Backend Development
FastAPI, RESTful APIs, Spring Boot, STL, Data Structures.
Cloud & Tools
GitHub, Git, AWS, GCP, Azure, OpenAI, AWS Lambda, Visual Studio Code, IntelliJ IDEA, OpenCV.