- Stock Price Prediction AI model: Developed a Long Short Term Memory (LSTM) neural network to accurately forecast stock prices
- Implemented data visualization techniques by plotting a comparative graph between actual and predicted stock prices.
RADITYA SARAF
Summary
Detail-oriented team player with strong organizational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy. Strong interest in Quantitative Analysis, Artificial Intelligence, Machine Learning, Generative AI, Programming Languages, Data Science, Financial Modelling, Algorithmic Trading, Predictive Analytics, Statistical Modelling, Deep Learning, NLP, Computer Vision
Work History
- Movie Recommender System: Worked on an AI model capable of intelligently suggesting movies based on user search history and interactions within the system, providing personalized recommendations for better user experience.
- AI Chatbot using Google Dialogflow and Vertex AI: Implemented a sophisticated chatbot leveraging Dialogflow and seamlessly integrating APIs from Vertex AI, enabling natural language processing and intelligent responses to user inquiries.
- Snake Game using C++: Developed an interactive Snake Game using C++ with graphics and sound effects, offering an engaging gaming experience.
- Car Air Quality Determination Device: Developed a smart device utilizing a GSM module to monitor air quality within vehicles
- Upon detecting elevated levels of smoke or alcohol, the device promptly sends notifications to parents, ensuring passenger safety.
- Project Rise and Shine: Developed as part of an IIT Jodhpur semester requirement, this intelligent device utilizes Arduino microcontroller technology alongside high-quality Load Cells and Load Cell amplifiers
- This creative project highlighted precise engineering and seamless technology use for industrial purposes.
- Military and Defence in Jodhpur: Conducted an in-depth study highlighting the pivotal role of AI, electromagnetism, and optics in the military and defence sector in Jodhpur
- Explored technological advancements and their impact on defence strategies and operations.
- Quantum Computing: Embarked on a journey into Quantum Computing during Class 11, exploring foundational concepts of linear algebra and quantum mechanics
- This early exploration into quantum theory and computation laid the groundwork for subsequent academic pursuits at IIT Jodhpur.
- Infinity Carts: Initiated during the Infosys Catch Them Young program, Infinity Carts represents a collaborative endeavour to develop an innovative E-commerce website
- This project, undertaken during Senior School, showcased early engagement in technology and entrepreneurial pursuits
Education
B.Tech -
Indian Institute of Technology (IIT) Jodhpur
Class XII - undefined
Aditya English Medium School, Pune
Class X - undefined
The Bishop’s School, Camp branch, Pune
Skills
Scholarships And Achievements
- GSYP Adaptive Learning Platform Collaboration (started 1.5 years ago), 2022, Collaborated with Leonard, now a first-year student at US Berkeley, on a project initiated 1.5 years ago. We aimed to extend my high school entrepreneurship initiative, GSYP, by creating an adaptive learning platform integrating AI and ML technologies. The platform aimed to emulate the personalized interaction of one-on-one instruction, dynamically adjusting to learners' performance, offering tailored feedback, and reinforcing knowledge. Leveraging our prior experience in Artificial Intelligence (AI) and Machine Learning (ML), our vision for the GSYP initiative was to pioneer a state-of-the-art adaptive learning solution, delivering a highly personalized educational experience through AI and ML integration.
- National Recognition: First Runners-Up in NewWiz2019 hosted by Rajdeep Sardesai, Season 4, Featured on 'India Today’ News Channel, 2019, Secured First Runners-Up Title in NewWiz2019, Season 4, featured on 'India Today'. Competing among tens of thousands nationwide and internationally, I showcased my proficiency and knowledge on a national platform.
- Stanford Pre-Collegiate University-Level Online Light and Heat (XP645) course, 2021, Raditya was selected for Stanford University’s prestigious Pre-Collegiate University-Level Online Mathematics & Physics Spring term 2021-22 with a 100% Scholarship and successfully completed the course with an A-grade. This course aligns with Stanford University's undergraduate physics course.
- Infosys 'Catch them Young (CTY)' Program, 2019, Proud to be among the top 30 students selected from over 1000 applicants for the prestigious Infosys 'Catch them Young (CTY)' program. This decade-long program offered intensive two-week IT training. Through hands-on labs, I mastered C++ and Python and gained insights into Cloud computing, AI, Big Data analytics, IoT, and Blockchain.
- Qubit by Qubit: Global Quantum Computing Program, 2022, Participated in Qubit by Qubit, a global quantum computing program for high school students and above, fully funded through a scholarship. Completed with a commendable grade of 100%. Facilitated by The Coding School, USA, in collaboration with IBM Quantum, providing invaluable exposure to quantum computing concepts guided by experts from MIT and Oxford.
Positions Of Responsibilities
- School House Captain (Senior School) | The Bishop’s School, Pune
- School Prefect – Senior School | The Bishop’s School, Pune
- Core Member - Robotics Society | IIT Jodhpur
Key Courses
- Machine Learning by Andrew Ng (Coursera)
- Introduction to Computer Science (IIT Jodhpur)
- Stanford University: Machine Learning Specialization
Timeline
B.Tech -
Indian Institute of Technology (IIT) Jodhpur
Class XII - undefined
Aditya English Medium School, Pune
Class X - undefined
The Bishop’s School, Camp branch, Pune