About
Hey there! I am Shreyansh Pachauri, a 2024 BTech Graduate from IIT Kanpur. Hailing from the vibrant city of Kanpur,I completed my Intermediate and High School Education here with a deep-seated passion for infusing technology into inventive solutions. During my Bachelors, I have been keenly interested in Intelligent Systems and Algorithm Development and have done several Corporate and Research Projects in this field while simultaneously gaining knowledge to various Latest Technologies and Methodologies in the field. Over the course of my academic journey, I've cultivated a knack for addressing intricated challenges with a blend of innovation and technology. I'm energized by the confluence of technology, innovation, and impactful solutions. Let's connect to explore opportunities for collaboration, share insights, or engage in discussions that contribute to the evolving landscape of technology and beyond.
Software Development & Machine Learning
Cowards die many times before their deaths; the valiant never taste of death but once, and even then it's usually a runtime error
- Phone: +91 9266245258
- Current City: Gurugram, Haryana, India
- Home City: Kanpur, UP, India
- Age: 21
- Degree: Bachelor of Technology
- Email: pachaurishreyansh100@gmail.com
Tools and Technologies
Resume
Summary
Shreyansh Pachauri
B.Tech Graduate 2024, IIT Kanpur with 6-month Experience of working in an early stage FinTech Startup and Research experience in working on multiple Research Problems at IIT-K
Education
B.Tech, Chemical Engineering with CSE Minors specializing in Machine Learning Applications
2020 - 2024
Indian Institute of Technology, Kanpur
Intermediate, ISC (Class XII)
2020
Achieved: 97.75%
Dr. Virendra Swarup Education Centre, Kanpur
High School, ICSE (Class X)
2018
Achieved: 95.8%
Dr. Virendra Swarup Education Centre, Kanpur
Professional Experience
Management Trainee, Indxx Capital Management Pvt Ltd
Jul'24 - Present
Gurugram, Haryana, India
Machine Learning Engineer Intern, Embifi Global Services Pvt Ltd
Jan'23 - Jun'23
New Delhi, India
- Designed a Dynamic Behavioral Scoring Model using ANNs to track the probability of default of existing loan customers and analyse the risk and the Expected Loss associated with the Loans based on the Repayment History of the Borrowers
- Implemented Data Augmentation through SMOTE to handle Imbalanced Training Data of 30000 labelled examples
- Developed a framework to extract the Features from the MongoDB Collections using the Customer ID as input from the Databases of Embifi Global Services Pvt Ltd
- Worked on the backend deployment of the model on AWS-EC2 Server by creating a REST-API to predict the Score
- Planned and worked on the overall implementation of the Model Pipeline to analyse the borrower’s performance on a loan
- Boosted the risk prediction accuracy and speed, optimizing loan recovery decisions and minimizing the potential losses
Research Intern, Associated with Department of Science and Technology, Government of India funded Project
Dec'22 - Feb'23
IIT Kanpur, Kanpur, India
- Designed the algorithms for working of a Low-Cost Land Area Measuring Device via Digital Signal Processing
- Designed an Offset Sensor Optical Encoder to calculate the distance travelled by the device with error less than 10 cm
- Explored Moving Averages and Exponential Filter methods to measure angle change accurately using Gyrosensor
- Used Kalman Filter to remove noise from the Gyrosensor data to accurately measure the change in orientation of device
- Studied application of Numerical Integration methods over acceleration data to calculate Horizontal Displacement
- Measured the displacement and orientation of the device accurately upto 1% via Digital Signal Processing
Research Projects
Curiosity driven Exploration by Self Supervised Learning
Mar'24 - Apr'24
Mentor: Prof Ashutosh Modi, Department of Computer Science Engineering, IIT K
Optimizing Critical Points Searches in Potential Energy Surfaces using Active Learning
Jan'24 - Apr'24
Mentor: Prof Nitin Kaistha, Department of Chemical Engineering, IIT K
QoS-Driven Scheduling in 5G Radio Access Networks using Deep Reinforcement Learning
Jun'23 - Jul'24
Mentor: Prof Thirumulanathan D, Department of Economic Sciences, IIT K
Simulating Non-Spherical Particles using Discrete Element Method Algorithms in C++
Jan'23 - May'23
Mentor: Prof Anurag Tripathi, Department of Chemical Engineering, IIT K
Mentorship Experience
Mentor, SimuTech
Jul'22 - May'23
Chemineers Society, IIT Kanpur
- Offered 2 SimuTech Projects for the academic and skill-based growth of 450+ UG & PG Chemical Engineering Students
- Initiated Winter Projects to mentor 100+ UG students over various ML algos and their applications in Chemical Engineering
- Introduced the mentees to various simulation softwares and Python Libraries such as COMSOL, PyTorch, OpenCV
Content Writer Intern
Jun'21 - Aug'21
UnchaAI, EdTech Startup for JEE Aspirants
- Worked as a Content Writing Intern at UnchaAI and wrote 15 detailed and well-researched blogs for JEE aspirants
- Contacted people from various backgrounds to perform research and present various perspectives of JEE preparation
Key Interests
Intelligent Systems and Machine Learning
Artificial Intelligence, Deep Learning, Natural Language Processing, Reinforcement Learning, Generative AI, Computer Vision, Probabilistic ML
Scientific Computing Methods
Numerical Methods in Computing, Discrete Element Method, Digital Signal Processing
Contact
Location:
128/135 Y-Block, Kidwai Nagar, Kanpur
Email:
pachaurishreyansh100@gmail.com
Call:
+91 9266245258