A journey through time series analysis, from climate to quant trading.
• Neuberger Berman Built tax-aware portfolio rebalancing strategies while accounting for drift constraints from the model portfolio
• Founded Triton Quantitative Trading club at UC San Diego with 100+ members
• US national top 8 finalist in WorldQuant Championship
• 2nd Place in Algorithmic Trading Competition by NU Fintech Club at Chicago
• Designed and Instructed 1st student-run course on Quantitative Finance at UCSD including topics of options, market making, alpha creation, black scholes model
• IMC Trading Prosperity Challenge Top 7% and Akuna Virtual Trading Competition
• Trained in implementing straddle, iron condor and box spread strategies in real time and optimizing risk-reward profiles at C.R Kothari and Sons Broking
• Brevan Howard MFE Industry Project on investigating alternative cryptocurrency on-chain and indicators data from glassnode and Cryptoquant to create alphas
• Hivemind Capital MFE Industry Project on high frequency and intraday crypto trading based on volume clock and market microstructure
• Interned at Qualcomm Technologies as AI Intern on IoT Cloud team
• Integrated a 95% accurate density based spatiotemporal ML clustering algorithm into the Cloud server
• Created a data pipeline to deploy algorithm to the kubernetes using gRPC and REST API calls
• Won AGI House hackathon 2nd prize by Fetch.ai for creating AI Agent for quantitative researchers
• Interned at Neuberger Berman Developed an AI agent evaluation framework using LLM-as-a-Judge and LangChain for a multi-asset AI orchestrator platform
• Designed architecture for integration, smoke, and individual-step evaluations, enabling users to modify evaluation metrics
• AI cleaning and ETL deployment of internal zoom meetings transcripts held daily with portfolio companies
• Interned at Moshi Space Building a Super Quant AI analyst that generates actionable insights for energy traders and portfolio managers
• Extracted and streamed insights from podcasts, with confidence validation through feature engineering
• Deploying audio data fetching pipeline from Listen Notes followed by transcription using Eleven Labs API
• Blackrock MFE Industry Project on Syntactical LLMs for earning call transcripts
• Built Semantic Role Labeling(SRL) pipeline that transforms raw financial statements into structured (subject, verb, object, time, magnitude) tuples combining spaCy dependency parsing, rule-based heuristics and transformers
• Created a reusable tree-pattern library that auto-generates extraction mappers with OpenAI GPT-4o
• Interned at Art of Problem Solving Inc. as Software Eng. Intern on Platform team
•Created a centralized identity-based access control system for all 1000 AoPS graders and instructors
• Deployed tool into production which reduced need of 4 overhead portals and 50% SQL queries to database
• Hackathon at Stanford, Princeton, UCLA, Qualcomm
• Won Gold Medal in International Earth Science Olympiad (IESO), 2019 held at South Korea
• Spotlighted by Scripps Institution of Oceanography as top performing undergrad
• Selected for Univeristy of Washington's Summer Research Program
• Built 3D CNN and LSTM models to predict El-Niño, an unusual warming of the Pacific Ocean that impacts global rainfall patterns.
• Achieved within 1 std. dev of Oceanic Niño Index predictability
• Assisted in testing novel spoofing mechanism called mmSpoof that does not require synchronization and is resilient to various security features and countermeasures of the victim FMCW radar.
•Contributing in evaluating LoRa IoT Testbed for FSMA algorithm which addresses issue of packet collisions and loss in ALOHA.
• Analyzed testing data to propose improvements.
• Created webapp which can analyze user's stocks data and generate technical signals
• Contributed to features engineering for Tesla stock and prediction using ML models
• Wrote SQL queries during internship at AoPS to reduce 50% queries to database and need of 4 overhead portals
• 99.77 Percentile in Joint Entrance Examination (JEE), India
• IIT Madras Data Science Online Foundational Diploma in Probability and Statistics
• Organized Integration and Probability Competitions at Society of Mathematics Students(SUMS), UCSD
• AMC 12A and RMO Qualifier
• Silver Medalist at International Young Mathematics Contest(IYMC) 2017, Lucknow
• Youngest UCMAS(Mental Arithmetic) qualify for 17th International UCMAS Competition, Malaysia
• Nicknamed "Calculator"