Sachin Kumar

Associate Consultant

Mumbai, Maharashtra, India9 yrs 3 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Published research at IEEE conference in 2020.
Strong foundation in deep learning and econometric modeling.
Proven ability to collaborate and achieve goals.

Stackforce AI infers this person is a Data Scientist with a focus on Machine Learning and Econometrics.

Contact

sachin.k@jpmorgan.com LinkedIn

Skills

Core Skills

Deep LearningMachine Learning

Other Skills

Adobe PhotoshopAdobe Premiere ProAnalytical SkillsAttention MechanismBasic HTMLCConversion PredictionData AnalysisData Pre-processingDigital MarketingDigital PhotographyEconometric ModelingEmail MarketingEngineering DrawingsEnglish

About

I am a graduate of the Indian Institute of Technology, Kharagpur with experiences in the field of Deep learning, econometric modelling and financial markets. I have published a research paper at the prestigious IEEE conference in International Conference in Data Mining 2020. My coursework in Statistics, Economics & Finance has provided me with the analytical skills which I apply to diverse business scenarios. My zeal to learn, coupled with my ability to collaborate and accomplish goals makes me well-suited for a career in the field of machine learning and business analytics. I look forward to the opportunity of being interviewed in order to share more about my experience and skills that I could bring to any company.

Experience

Jpmorganchase

3 roles

Associate

Jul 2024 – Present · 1 yr 8 mos

Mansart - Passive asset management desk

Associate

Jan 2024 – Jun 2024 · 5 mos

CIB Modelling CoE

Analyst

Dec 2021 – Dec 2023 · 2 yrs

CIB Modelling CoE

Exl

Consultant 1

Jun 2021 – Nov 2021 · 5 mos · Gurugram, Haryana, India

Awaaz, iit kharagpur

5 roles

Chief Editor

Promoted

Jun 2020 – May 2021 · 11 mos

Editor

Apr 2019 – Jun 2020 · 1 yr 2 mos

Sub-Editor

Jul 2018 – Apr 2019 · 9 mos

Senior Reporter

Jul 2017 – Jul 2018 · 1 yr

Junior Reporter

Aug 2016 – Jul 2017 · 11 mos

Tata consultancy services

AI Researcher, Intern

May 2020 – Jul 2020 · 2 mos

Overview: Developed a novel RNN architecture based on the causal mechanism for user multi-touch attribution in the context of online advertisement
Implemented several research papers based on LSTM and Attention mechanism on the real-world advertisement dataset after pre-processing
Conceptualized a novel sequence-to-sequence architecture that consistently beats the state-of-the-art approaches by large margins for conversion prediction
Constructed and ran the deep RNN model with multiple inputs & outputs and optimized three loss functions simultaneously using Adam optimizer & Gradient Reversal Layer
Performed back evaluation over the budget data, proved that the novel model improved CPA, CVR
and conversion numbers by large margins

Deep LearningRNN ArchitectureLSTMAttention MechanismData Pre-processingConversion Prediction+1

Towards data science

Writer

Apr 2020 – Oct 2021 · 1 yr 6 mos

https://towardsdatascience.com/@sachinkumar_59021

Unicorn india ventures

Intern

Dec 2018 – Jan 2019 · 1 mo · Mumbai Area, India

I have done winter internship with Unicorn India Ventures in which I solely developed a complete social media strategy from scratch with many templates to audit social media platforms and to measure success. I also Co-ordinated with web and SEO team to improve the SEO and design of the website and used social media marketing tools for Twitter and LinkedIn marketing as well as improving SEO of blog and readability of articles. Apart from this, I Performed industry analysis on Impact Investment for investment analysis purpose in various sectors with the help of data extraction sites like Traction