Arjan Kohli +1-678-***-**** ad2lsf@r.postjobfree.com linkedin.com/in/arjan-kohli/

EDUCATION

Yale University: BS/MS Statistics and Data Science; GPA: 3.7, SAT: 1570 Coursework: Machine Learning; Combinatorics; Probability Theory; Stats and Data Analysis; Algorithms; SWE

- AI Sourcing and Diligence Analyst @ Yale Undergraduate Capital Partners: Provide technical consulting to VC firms and startups within Generative AI and Software Development.

- Director of Quantitative Research @ Yale Undergraduate Hedge Fund Association: Lead 18 analysts to manage a portfolio in DeFi, betting, and small cap using niche webscraped datasets.

- Team Lead @ YUCAI x Boon AI

Lead a team of 6 Yale students in internal technical and financial projects for hiring-tech startup Boon AI London School of Economics and Political Science

Coursework: Computational Methods in Financial Mathematics; Analysis and Management of Financial Risk (A) SKILLS

Technical: Machine Learning, Generative Models, Deep Learning, Python (Scikit, Tensorflow, Pytorch), C, C++, R, SQL, HTML/CSS/JS, React, Flask/Django, HPC, Unix/Linux, Bash/Shell, Git, Data Science Financial: Financial Modeling, Monte Carlo Simulation, Binomial and Black-Scholes Option Pricing, Risk Management, Hedging, Portfolio Management, Bonds, MBS, Accounting, Valuation, Excel, Powerpoint WORK EXPERIENCE

Scanalyze AI (Radiology AI Startup) – Machine Learning Engineer and Founder, 2022 - 2023

- Developed AI / LLM-powered web app that utilizes a novel machine learning model to quantify and interpret medical scans, streamline radiology workflows, and discuss images with patients.

- Raised $12K in capital ($60K valuation), piloted for testing in 2 labs, delivered pitches to 3 VC firms. Collaborative Center for Statistics in Science at Yale – Data Scientist, 2022 - 2023

- Utilized deep learning and nonparametric statistical modeling of socioeconomic, consumer, survey, and health data to predict fitness trends and development of disease on a 1,000,000 person dataset. Yale iGEM / Equolity Bio (Biotech Startup)– Data Scientist, Software Engineer, 2022 - 2023

- Optimized mathematical simulations in Python with Gurobi to maximize biomanufacturing yields.

- Trained AI models to quantify product’s potential social and economic impact within the current market.

- Developed team website and web app utilizing HTML, CSS, JS, React, SQL, Python, and Flask.

- Helped launch company @ Startup Yale (Won), Paris Expo, and Wharton Innovation Fund (5th / 50) PROJECTS AND COMPETITIONS

Fine-Tuned Llama2 Chatbot

- Fine Tuned Meta Llama2 on Q&A datasets utilizing soft prompting, LoRA, proximal policy optimization, and RLHF to produce a model consistently passing the USMLE exam. INP 558 Algorithmic Decoding of the Brain with Machine Learning, May 2023

- Built and optimized SV Classifiers and SRM models to identify movie content (such as plot, genre, scene location, and characters) from brain activity of subjects watching films in an MRI machine. Stanford Treehacks: Split + Optionwise (Fintech Track), February 2023

- Placed 5th of 1600+ Hackers on overall leaderboard.

- Created Split: a universal payment processing app to simplify cost-splitting.

- Created Optionwise, a Black-Scholes trading bot using machine learning for volatility prediction. Optimizing Learning Algorithms for Multiclass MRI Segmentation, 2021-2022

- Discovered approach to synergistic feature stack optimization for machine learning model yielding 98% accuracy for quantifying every tissue in brain MRI.

- Wolfram Award at the International Science and Engineering Fair Academic Transcript 1/2/24, 4:17 PM

https://studentsystems.yale.edu/StudentSelfService/ssb/academicTranscript#!/UG/WEBY/maintenance Page 1 of 5

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Arjan Kohli

YaleHub (https://yub.yale.edu/) Academic Transcript Academic Transcript

This is not an official transcript. Courses which are in progress may also be included on this transcript.

Student Information

Name

Arjan Kohli

Curriculum Information

Current Program :

College

Yale College

Major

Statistics and Data

Science

Student

Information

Degree

Awarded

Transfer

Credit

Institution

Credit

Transcript

Totals

Course(s) in

Progress

© 2013-2023 Ellucian Company L.P. and its affiliates. All rights reserved. Academic Transcript 1/2/24, 4:17 PM

https://studentsystems.yale.edu/StudentSelfService/ssb/academicTranscript#!/UG/WEBY/maintenance Page 2 of 5 Degree Awarded

Sought

Bachelor of Science

Transfer Credit Accepted by Institution

Summer 2023 : London School Of Economics

Subject Course Title Grade Credit hours Quality points R

** Total Credits TR 2.000 0.00

INTL STUDY Analy & Mgmt of Financial Risk TR 0.000 0.00 INTL STUDY Comp Methods: Financial Math TR 0.000 0.00 Attempt Hours Passed Hours Earned Hours GPA Hours Quality Points GPA Current Term 2.000 2.000 2.000 0.000 0.00 0.00

Institution Credit

Term : Fall 2022

College

Yale College

Major

Undeclared

Subject Course Level Title Grade

Credit

Hours

Campus

Quality

Points

R

CHEM 174 UG Organic Chem for First Years I A 1.000 Main 4.00 CPSC 100 UG Intro Computing & Programming A 1.000 Main 4.00 CPSC 150 UG CompSci&ModrnIntellctualAgenda CR 1.000 Main 0.00 ECON 115 UG Introductory Microeconomics B+ 1.000 Main 3.33 Term Totals Attempt Hours Passed Hours Earned Hours GPA Hours Quality Points GPA Academic Transcript 1/2/24, 4:17 PM

https://studentsystems.yale.edu/StudentSelfService/ssb/academicTranscript#!/UG/WEBY/maintenance Page 3 of 5 Current Term 4.000 4.000 4.000 3.000 11.33 3.78

Cumulative 4.000 4.000 4.000 3.000 11.33 3.78

Term : Spring 2023

College

Yale College

Major

Statistics and Data

Science

Subject Course Level Title Grade

Credit

Hours

Campus

Quality

Points

R

HSHM 417 UG Before the Anthropocene A- 1.000 Main 3.67 MATH 244 UG Discrete Mathematics A- 1.000 Main 3.67 NSCI 258 UG ComputationalMthdsinHumanNsci B 1.000 Main 3.00 S&DS 230 UG Data Exploration and Analysis A 1.000 Main 4.00 Term Totals Attempt Hours Passed Hours Earned Hours GPA Hours Quality Points GPA Current Term 4.000 4.000 4.000 4.000 14.34 3.59

Cumulative 8.000 8.000 8.000 7.000 25.67 3.67

Term : Fall 2023

College

Yale College

Major

Statistics and Data

Science

Subject Course Level Title Grade

Credit

Hours

Campus

Quality

Points

R

CLCV 223 UG The Ancient Economy A 1.000 Main 4.00

HNDI 132 UG Accelerated Hindi I A 1.000 Main 4.00

MATH 222 UG LinearAlgebraWithApplications B 1.000 Main 3.00 MATH 241 UG Probability Theory A- 1.000 Main 3.67

S&DS 365 UG

Intermediate Machine

Learning

A- 1.000 Main 3.67

Term Totals Attempt Hours Passed Hours Earned Hours GPA Hours Quality Points GPA Academic Transcript 1/2/24, 4:17 PM

https://studentsystems.yale.edu/StudentSelfService/ssb/academicTranscript#!/UG/WEBY/maintenance Page 4 of 5 Current Term 5.000 5.000 5.000 5.000 18.34 3.67

Cumulative 13.000 13.000 13.000 12.000 44.01 3.67

Transcript Totals

Transcript Totals -

(Undergraduate)

Attempt

Hours

Passed

Hours

Earned

Hours

GPA

Hours

Quality

Points

GPA

Total Institution 13.000 13.000 13.000 12.000 44.01 3.67 Total Transfer 2.000 2.000 2.000 0.000 0.00 0.00

Overall 15.000 15.000 15.000 12.00 44.01 3.67

Course(s) in Progress

Term : Spring 2024

College

Yale College

Major

Statistics and Data

Science

Subject Course Level Title Credit Hours Campus

CPSC 471 UG Trustworthy Deep Learning 1.000 Main

CPSC 477 UG Natural Language Processing 1.000 Main ECON 428 UG Machine Learning for Economics 1.000 Main ENAS 151 UG MultivariblCalculsForEngineers 1.000 Main ENAS 585 UG Fundamentals of Neuroimaging 1.000 Main Academic Transcript 1/2/24, 4:17 PM

https://studentsystems.yale.edu/StudentSelfService/ssb/academicTranscript#!/UG/WEBY/maintenance Page 5 of 5

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