Sanskar Narlawar

Summary

I'm passionate about probability, machine learning and programming. I like to apply critical thinking skills in mathematics and programming to solve complex problems. Exploring machine learning as it seems like a field that aligns with my interests. Looking forward for opportunities in cutting edge machine learning projects

Overview

years of professional experience

Certification

Work History

Graduate Analyst

Deutsche Bank

07.2023 - Current

Developed a tool leveraging machine learning to detect patterns, reducing the need for manual reconciliation
Performed data extraction, data transformation, model training, hyper parameter tuning and deployment
Rewriting legacy code base utilizing core Java features, which processes data from various source systems

Data Analyst Intern

Dr Reddy's Laboratories

05.2022 - 07.2022

• Worked in a team of 2 to study the implementation of AI/ML in 10+ healthcare startups

• Analyzed the use of NLP to gauge sentiments in 25+ geographical regions through tweets

• Researched the applications of computer vision to detect and monitor patient’s posture Execution

• Deployed HuggingFace’s Emotion-Recognition model using OpenCV on a live video feed

• Utilized deep resolution model to collocate emotions and detect faces from large distance

Education

B.Tech. - Chemical Engineering

Indian Institute of Technology Bombay

06-2023

Skills

Machine learning
Tensor Flow
NLP (Natural Language Processing)
Computer vision

Competitive programming
Python
C
Java

Projects

Natural Language Processing:

Built a emojifier which recommends emoji for a given text, using word vector embeddings and LSTM
Created a Neural machine translation model to translate human readable dates to machine readable dates using attention mechanism

Credit Card Fraud Detection:

Employed random under-sampling, bagging and boosting to overcome the problem of skewness in dataset.
Compared classification models based on ROC-AUC score; achieving max score of 0.998 on Neural Network.

Accomplishments

Secured 911 rank in JEE Mains
Secured 1545 rank in JEE Advanced
Rated 1574 on Code Forces