Hi there! 👋 I'm Krishna.I’m a Software Developer with 7 years of experience, currently pursuing MS in Computer Science at the University of North Carolina at Charlotte (USA). As a Graduate Research Assistant, I am actively engaged in projects involving Large Language Models (LLMs) and emotion classification.I have experience in Backend, Big Data, Data Engineering, Machine Learning, and Full Stack Development.Throughout my professional career, I have worked with multiple programming languages, libraries, frameworks, and technologies such as Python, Java, JavaScript, Flask, React, SQL, Kafka, Redis, Scikit-Learn, Git, AWS, Docker, Tableau, etc.I am enthusiastic about Machine Learning, Generative AI, LLM, Software Development, and Quantitative finance.During my 5 years tenure at Kotak Securities Institutional Equities, I built data infrastructure, developed real-time streaming systems, implemented back-testing frameworks, and streamlined operations for Algorithmic Trading, Research, Sales, and Back Office, resulting in a remarkable threefold growth in the brokerage business. In my role as a Senior Manager at Kotak, I managed a dynamic team of seven Python developers, providing oversight across various domains including data analytics, software development, automation, business requirements analysis, data pipeline design, and successful project delivery.Following are my major contributions during my tenure at Kotak: Design and Implementation of Algorithmic Trading Platform (Arbitrage, Directional & Options Trading Strategies) | DMA | FIX | Client Connectivity | Data Analytics & Business Intelligence | Equity Research & Sales Workflow | Exchange Audit & Compliance | Project Management | Risk Management System | Real-time streaming Dashboards.As a Software Engineer at Tech Mahindra, I spearheaded end-to-end testing for AT&T's Cloud orchestration platform, using Java and Selenium. I also worked on Machine Learning POC Projects.Armed with technical prowess, business acumen, leadership skills, and an unwavering passion for technology, I am confident in my suitability as a candidate to contribute significantly to your organization, going the extra mile to drive the next generation of growth in both technology and business.I'm excited to connect with fellow tech enthusiasts who share the same zeal.Let's collaborate and make a positive impact together!
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Sde 2AmazonAustin, Tx, Us
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Software Engineer InternBedgear Jun 2024 - PresentRock Hill, South Carolina, United States -
Research Assistant | Large Language Models, Nlp, Fine-Tunning Llms, Leadership Signals, ReactjsUniversity Of North Carolina At Charlotte Jan 2024 - Aug 2024Charlotte, North Carolina, United StatesFine-tune LLMs (GPT) for the classification of ethical leadership signals. -
Teaching Assistant | Cloud Computing, Big Data, Llms, Rag Based Q&A, Knowledge Graphs, Neo4JUniversity Of North Carolina At Charlotte Sep 2023 - Dec 2023Charlotte, North Carolina, United StatesCloud Computing, Hadoop, Knowledge Graphs, Large Language Models (LLM), Document QA Bot (Retrieval Augmented Generation)
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Senior Software Engineer | Tech Lead | Software Development, Data Engineering, Data Science, QuantKotak Securities May 2022 - Aug 2023Mumbai Area, India• Ideated and automated Transaction Cost Analysis (TCA) to showcase trading algorithm performance, resulting in a 20-basis points improvement in overall algorithmic trading.• Engineered a back-testing framework to validate options strategies using Python's Backtrader module and deployed a strategy performance web application in Flask, resulting in a 35% increase in options trading signals.• Conducted time-series analysis using Python, implementing techniques such as ARIMA and GARCH. Optimized the VWAP algorithm with GARCH, resulting in a performance enhancement of 10 basis points.• Managed a 7-member Python development team and collaborated with cross-functional teams in product, derivatives, sales, back-office, and research. Oversaw business requirements analysis, data analytics, software development, and project delivery, resulting in the successful onboarding of five major hedge fund clients. -
Software Engineer | Software Development, Data Engineering, Data Science, Machine Learning, QuantKotak Securities Oct 2018 - May 2022Mumbai Area, India• Designed and implemented data infrastructure, streamlined quantitative reports, and visualizations using Python, Cassandra, and Postgres. This resulted in daily time savings of 4 hours for traders/stakeholders while amplifying operational efficiency.• Coded real-time analytics systems and dashboards using Python and Java, driving a 3x increase in brokerage business.• Developed a real-time system for generating options trading signals and alerts.• Researched real-time stock price prediction for a single stock using XGBoost, yielding 55% accuracy. Uncovered quant trading fundamentals and market microstructure to optimize in-house algorithms.
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Software Engineer | Ete Testing, Automation Testing, Java, Selenium, Python, Machine LearningTech Mahindra Aug 2016 - Oct 2018Mumbai Area, India• Spearheaded end-to-end testing for AT&T’s cloud orchestration platform, overseeing test case creation and automation, resulting in a 60% efficiency improvement.• Conceptualized machine learning models for predicting Go or No Go calls using algorithms like Logistic Regression and Support Vector Machines achieving 90% accuracy.• Managed cross-functional collaboration within an agile framework to ensure timely delivery, while simultaneously mentoring a team of 5 testers for project success.
Krishna Kumar Yadav Education Details
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Computer Engineering
Frequently Asked Questions about Krishna Kumar Yadav
What company does Krishna Kumar Yadav work for?
Krishna Kumar Yadav works for Amazon
What is Krishna Kumar Yadav's role at the current company?
Krishna Kumar Yadav's current role is SDE 2.
What schools did Krishna Kumar Yadav attend?
Krishna Kumar Yadav attended University Of North Carolina At Charlotte, University Of Mumbai.
Who are Krishna Kumar Yadav's colleagues?
Krishna Kumar Yadav's colleagues are Văn Thông Trần, Mandeep Kaur, Matthieu Toledo, Heri Santosa, Saiful Fakir, James Duff, Domenica Berardi.
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Krishna Kumar Yadav
Data Analyst - Policy Bazaar | Business Analyst | Ex Sbi Cards | Data Insights Enthusiast | Passionate About Solving Complex Business Problems | Bridging Data & Business Strategy | Sql | Python | Adv Excel | TableauGurugram -
Krishna kumar Yadav
Bahadurpur -
Krishna Kumar Yadav
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Krishna Kumar Yadav
Delhi, India
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