Jul 2023 – May 2024 · 10 mos · Remote

• A Short but wonderful experience in Alpha generation, achieved the highest level for the alpha generators (Gold level researcher)
• World Quant is a quantitative research firm which aims to build sustainable profitable alpha strategies

May 2023 – Jul 2023 · 2 mos · Remote/Kolkata

• Forecasted excessive production of harmful by-products for a multinational chemical company applying XGBoost, Random Forest, and LightGBM
• Implemented Shapley Additive explanation (SHAP), to indentify Top 3 critical features responsible for 63% of the production of the targeted by-product
• Investigated interaction effects of features and high production period on target variable via Partial Dependence Plots and Force Plots of Shapley Values
• Integrated ChatGPT LLM with textual and tabular organizational data, employing innovative techniques using LangChain and Vector Embeddings

Mar 2023 – Apr 2023 · 1 mo

• Conducting detailed scrutiny of a publicly traded smallcap company to uncover company-specific and sectorial challenges
• Analyzed past AGMs and con-calls and related them to financial statements patterns and irregularities

Jun 2022 – Feb 2023 · 8 mos

• Working on Statistical Arbitrage and using Technical Analysis for investments/long term trading
• Developed Machine Learning based Trading strategies to achieve a cagr of 39.6% with a Sharpe Ratio of 1.89, a Calmar Ratio of 3.16, and a Sortino Ratio of 3.05 on backtested result
• Build strategy screeners using Momentum Indicators

Dec 2021 – Apr 2022 · 4 mos · Mumbai, Maharashtra, India · On-site

Nov 2021 – Dec 2021 · 1 mo · Kolkata, West Bengal, India

• - Worked on Credit Default Probability Prediction using Machine Learning on Alternative Credit Data

Sep 2021 – Dec 2021 · 3 mos · Singapore

Jan 2021 – May 2024 · 3 yrs 4 mos · Kharagpur, West Bengal, India

• The Kharagpur Investment Group (KIG) is a student-led initiative focused on promoting the financial market, asset market, and personal finance knowledge. Our goal is to support students who have a passion for finance and seek to manage their wealth or pursue a career in finance.
• Please feel free to connect to discuss collaboration opportunities.

Sep 2020 – May 2021 · 8 mos · Kharagpur, West Bengal, India

• Responsible for Mentoring 35+ students in Finance, Strategy and Analytics by holding weekly sessions
• B-Club, IIT Kharagpur, is a non-profit organization aiming to familiarize its members, with the technicalities of analytics, finance and consultancy. We strive to enhance our knowledge through in-house sessions, presentations, hands-on workshops and discussions. Matters deliberated vary from practical problems to hypothetical ones. The club serves as an excellent interface among students, professionals, faculty and alumni and develops the members into creative thinkers and strategists much before they step into the big world of business.

Jan 2020 – Aug 2021 · 1 yr 7 mos · Kharagpur, India

• Organized and managed the first ever online version of our Flagship event YouthSpeak Forum, 2020
• Curated and organized Exploria, a Nationwide Career Development Seminar with domain experts across the globe
• AIESEC is an international youth-run, non-governmental and not-for-profit organization that provides young people with leadership development, cross-cultural internships, and global volunteer exchange experiences. The organization focuses on empowering young individuals to make a progressive social impact. The AIESEC network includes approximately 40,000 members in 120+ countries.