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Electronic Trading | Tech Lead Quant Developer Profile
Electronic Trading | Tech Lead Quant Developer

@sisSoftware

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Passionate about HFT and C++. Expert in market microstructure, low-latency systems, and algorithmic trading. Connect on LinkedIn for more (reached 30k fllwrs)

New York City 🗽
Joined January 2010
Don't wanna be here? Send us removal request.
@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 months
After almost a year of hard work, I'm excited to announce my book: 𝐂++ 𝐇𝐢𝐠𝐡 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐟𝐨𝐫 𝐅𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: a guide for those looking to dive into the world of financial trading systems using C++. 🛒 Now available for pre-order on Amazon.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 months
Throughout my career, I worked with systems that needed to balance performance and flexibility. In low-latency systems, choosing the right data structure is crucial for efficiency, enabling rapid access and minimal overhead. I wrote about this topic in my recently published
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
soon, I'll be releasing a book with code examples in C++ #cpp #orderbook
@quant_prep
QuantPrep🚀
11 months
How to build an efficient Limit Order Book with the following operations: - Add: O(1) - Cancel: O(1) - Execute: O(1) The idea is to build a binary tree of Limit objects sorted by price, each of which is a linked list of Order objects Get it here👇
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 months
because trying to predict randomness will never succeed. Better, try risk management
@pedma7
pedma
7 months
Numerai is a crowd-sourced AI hedge fund. They paid $72,002,141 to data scientists to beat the market. Despite these efforts, since 2019, it has underperformed the S&P500. Why is trading the hardest problem in the world?
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
Have the cover ready for my upcoming book! C++ High Performance for Financial Systems: Building Efficient and Optimized Financial systems leveraging the power of C++ I will be sharing the table of contents soon!!! #cpp #lowlatency #financial #hpc #hft #trading #cplusplus
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
My upcoming book: C++ High Performance for Financial Systems Soon I will be able to share more! #cpp #HFT #quants #hpc
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
During my career, I probably backtested and ran +5000 strategies. Using TA and/or microstructure strategies. My conclusion has been that there is no Holy Grail, no free lunch, and most of the strategies/models are random. The only thing that separates you from winner/loses is
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Trading at light speed: designing low latency systems in C++ David Gross from Optiver – Meeting C++ 2022 Great video! #trading #hft #highfrequency #lowlatency #cpp #cplusplus #rust #softwareengineer #softwareengineering
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
My upcoming book: C++ High Performance for Financial Systems Soon I will be able to share more! #cpp #HFT #quants #hpc
@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
soon, I'll be releasing a book with code examples in C++ #cpp #orderbook
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
I'm looking for software engineers Pleasen DM #1 - .NET/C# and #WPF . Strong experience with Profiling hpc systems, and financial industry experience and #2 - C++ experience profiling (vtune) and strong in building low latency systems
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
always comment your code 🤣😅
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 months
When building low latency Limit Order Books (and any low latency system), Big O's is not the only answer. This repository is using maps, which must be avoided at all costs if you are latency sensitive. @ locality @ cache friendliness @ having the hot path warmed up among other
@quant_prep
QuantPrep🚀
8 months
How to build an efficient Limit Order Book with the following operations: - Add: O(1) - Cancel: O(1) - Execute: O(1) The idea is to build a binary tree of Limit objects sorted by price, each of which is a linked list of Order objects Get it here👇
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
8 months
In #HFT , simplicity is key. - Use pinned threads to a core with busy spinning for queue management, ensuring constant attention. - Remember, memory location matters for speed, from L1 Cache (5ns) to main memory (100ns). #HFTBestPractices #LowLatencyTips #lowlatency
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
8 months
Master your programming language for High-Frequency Trading. In C++, to minimize latency: - understand each instruction's impact on memory - avoid complex data structures - avoid expensive exception handling - what else? #cpp #PerformanceOptimization #hft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
I've been wondering why @binance doesn't provide Level 3 market data. Lack of transparency? Most probably yes, that's what their limit order book shows us.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
How do I design high-frequency trading systems and its architecture. Part I
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
Let's get practical: How market-makers use #VPIN 1/3 As a barometer of market health, VPIN helps market-makers assess liquidity and the balance between informed and uninformed trades. Real-time insights into order flow toxicity are crucial for adapting to the ever-changing
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 months
🚨 BREAKING NEWS: Book give-away!! 📘 My publisher granted me 5 copies of "C++ High Performance for Financial Systems" to share with my network. Ideally for those passionate about finance and tech intersections. 👇 Please share your thoughts on how C++ shapes financial
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Update: added a demo "Core Trading System" to feed the main system and be able to visualize some data. The demo will be connecting to real-time data from Coinbase and Binance github opensource project: VisualHFT #hft #DataScience #trading #markets #realtime #buyside #sellside
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
When talking about market microstructure, the "Market Bias" metric is an extension of the "Market Resilience" indicator. It aims to quantify the market's directional tendency after a significant trade, offering insights into the prevailing sentiment among traders and investors.
@visualhft
VisualHFT
10 months
Have you ever thought about what happens in the market after a large trade? We've broken it down in our latest article. It's more intriguing than you might think! #visualHFT #MarketInsights #TradingStrategy
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
If you see a high number of canceled orders compared to actual trades (a high Cancellation-to-Trade Ratio), it usually means one of two things: 1️⃣ Traders are changing their minds a lot 2️⃣ There’s a lot of super-fast trading going on ( #HFT ) At least you have a way to adjust
@visualhft
VisualHFT
11 months
# 6/8 For traders, monitoring CTR can enhance decision-making. Understanding whether a market is tentative or decisive helps in tailoring your trading approach accordingly. #SmartTrading #traders #daytrading #visualHFT
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
In this thread, I will share some tips and best practices on how to design and optimize your trading systems for ultra-low latency, essential for high frequency trading. #hft #software #cpp #trading #lowlatency
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
Everything related to quantitative trading and high-frequency trading from a perspective of a software developer. #trading #crypto #fintech #forex #bigdata #fx #stocks #hedgefunds #banks
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
building something new! #HappyThanksgiving
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
8 months
How do market makers use game theory to their advantage? 1. Traders seek to profit from the spread between the buy and sell prices by continuously placing limit orders. 2. Game-theoretic models help in determining the optimal pricing and placement of these orders, taking into
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
BTW, this feature is available in the #opensource version. Find it on #GitHub
@visualhft
VisualHFT
9 months
Users of #𝙑𝒊𝙨𝒖𝙖𝒍𝙃𝑭𝙏 can leverage #𝘝𝑃𝘐𝑁 in various ways: ⭐ 𝐈𝐝𝐞𝐧𝐭𝐢𝐟𝐲𝐢𝐧𝐠 𝐌𝐚𝐫𝐤𝐞𝐭 𝐓𝐫𝐞𝐧𝐝𝐬 ⭐ 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐢𝐜 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 ⭐ 𝐏𝐨𝐫𝐭𝐟𝐨𝐥𝐢𝐨 𝐀𝐝𝐣𝐮𝐬𝐭𝐦𝐞𝐧𝐭 #portfoliomanagement #portfolio #trading #algotrading #marketstructure
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐕𝐏𝐈𝐍 𝐟𝐨𝐫 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐌𝐚𝐫𝐤𝐞𝐭 𝐑𝐢𝐬𝐤 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝑉𝑃𝐼𝑁 𝑓𝑜𝑟 𝑉𝑜𝑙𝑎𝑡𝑖𝑙𝑖𝑡𝑦 𝑃𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛: High VPIN values, notably above 0.7, have been correlated with increased market volatility, signifying imminent market
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
Continuing this series: Let's get practical: How market-makers use #VPIN 2/3 Check the previous post: 𝐕𝐏𝐈𝐍 𝐢𝐧 𝐈𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐚𝐧𝐝 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐃𝐚𝐭𝐚 𝐔𝐭𝐢𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧 An essential aspect of market-making is
@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
Let's get practical: How market-makers use #VPIN 1/3 As a barometer of market health, VPIN helps market-makers assess liquidity and the balance between informed and uninformed trades. Real-time insights into order flow toxicity are crucial for adapting to the ever-changing
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
"Trading System Performance Unleashed: Mastering Latency and Efficiency in High-Frequency Trading." Valuable resource for finance professionals seeking to optimize their trading systems. Get your copy today! #trading #fintech #highfrequencytrading #hft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
@quant_xbt In other markets like fx or futures that would be unacceptable.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
I'm a quant in an investment bank. It's not what you think - eFinancialCareers
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
@quant_arb As one of those who tried to implement every MM paper out there, I can tell that most of them won't work. Execution quality is far from perfect and queue prediction is "impossible".
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
HFT: A New Race to Zero Latency is Starting? - Electronic Trading Technology - SiS Software Factory via @GoogleNews #trading #finance
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
𝐖𝐡𝐚𝐭 𝐢𝐬 𝐋𝐎𝐁 𝐑𝐞𝐩𝐥𝐞𝐧𝐢𝐬𝐡𝐦𝐞𝐧𝐭? LOB Replenishment involves monitoring the recovery of the order book's depth and spread following large trades. It's essential because it indicates how quickly and effectively a market can stabilize after substantial order
@visualhft
VisualHFT
10 months
Market Resilience is not just about price recovery; it's also about how fast the order book depth is replenished after large trades. A key insight for traders. #MarketDepth #TradingStrategy #visualHFT
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 months
Winter in Florida is like...
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
4 years
How AI Startups Are Changing the Business of Trading #finance #hedgefunds #fintech #trading #algotrading
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Update: I wanted to share some of the mockups i have to implement in the project. Lot of useful analytics are coming 😎 #github #opensource project: VisualHFT #hft   #DataScience   #datavisualization   #trading   #markets   #marketmaking   #buyside   #sellside #fixedincome #analytics
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Saudi Arabia: Algorithmic Trading On Tadawul: Permitted Or Not? #finance #hedgefunds #arabia #dubai #trading #shortselling #crypto #uae Nasdaq Dubai Abu Dhabi Securities Exchange Abu Dhabi Investment Authority (ADIA)
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Best Practices on HFT low-latency software engineering 1. Programming Language 2. Types and data structures 3. Avoid Exception Handing 4. Threads handling 5. Caches handling 6. Layers of abstraction 7. Warming up the data #hft #highfrequencytrading #lowlatency
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
C++ will be used for the next 50-100 years in financial services If you're toying with the idea of learning C++ for a job in financial services, drawn by the promise of huge pay but put off by the awareness that it's really not an…
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
I can stay the whole night contemplating how manipulations are in place at @binance for #BTCUSD 🎉 #visualhft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
market microstructure metrics in real time #visualhft
@visualhft
VisualHFT
11 months
Thread 1/8: Let's talk about metrics. How to Gauge Market Sentiment with Cancellation-to-Trade Ratio (CTR)📊 #TradingAnalytics #MarketSentiment #visualHFT
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
After several days of trying, I finally got a nice & clean limit order book reconstruction from the "full channel" on @CoinbaseExch . The most granular data. Now we will be able to extract a lot of hidden metrics.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
understanding of market resilience can lead to more effective trading strategies that capitalize on rapid market changes. #visualHFT #hft #trading #quants
@visualhft
VisualHFT
10 months
Have you ever thought about what happens in the market after a large trade? We've broken it down in our latest article. It's more intriguing than you might think! #visualHFT #MarketInsights #TradingStrategy
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
How visualize the full depth of the LOB in one chart. We had the following: - built w/ #wpf - 5 levels of depth - source @Binance #btcusd - light green/red bubbles are our orders ( #marketmaking ) - bottom chart in blue, is the spread #marketdepth #limitorderbook #marketresearch
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
FIX Protocol sniffer: Customer needed to collect all their incoming & outcoming #FIX messages. We are working on a small system to collect all #fixapi packages for later analysis without interfering their current systems: #trade #analytics , #monitoring , #latency checks, #risk
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
4 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
How do I develop Trading Systems?
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 months
folks, always keep an eye on the cache
@kirizhik
quantrade
1 year
@BeatzXBT @sisSoftware @binance l3 is more about individual orders staff, individual order lifetime, age, queue etc and of its fils
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
Part II
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
Why #Quantitative #Funds have been struggling? They are facing 3 major issues: 1. #Fees and #Cost 2. #Execution issues 3. Lack of new #Models Which one is the most important in your opinion? #hedgefunds #banks #quants #quantitative #finance #fx #forex
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
Master your programming language for High-Frequency Trading. In C++, to minimize latency: - understand each instruction's impact on memory - avoid complex data structures - avoid expensive exception handling - what else? #cpp #PerformanceOptimization #hft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
About 97% of orders are canceled in US stock markets before trading. #SPOOFING #hft #trading #surveillance @NYSE @NasdaqExchange @Nasdaq
@visualhft
VisualHFT
11 months
# 8/8 Want to dive deeper into how CTR can refine your trading strategy? Follow us for more insights and updates on cutting-edge trading metrics. #VisualHFT #traders #hft #DayTrading
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
5 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
What I’ve learned after coding for HFT and Low Latency Systems
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
10 Things That Affect the Profitability of a Trading System What factors affect the profitability of an automated trading system? Here is a list of the 10 things in no particular order. #trading #crypto #algotrading #finance #hedgefunds
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
Often asked what indicators #hft #trading strategies use. We have added more metrics and will be publishing them soon.
@visualhft
VisualHFT
10 months
Cancellation-to-Trade Ratio in High-Frequency Trading #hft #visualhft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
8 years
What 2hs of a real HFT trading system looks like
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
They’re The World’s Fastest Traders. Why Aren’t They Thriving?
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
We open-sourced #VisualHFT because all we saw during our careers was a repeated pattern. Always.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
4 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
Real-time monitoring is crucial in HFT. Implement robust logging and monitoring in your C++ code to quickly respond to anomalies. Use an independent system to monitor everything. #visualHFT #TradingSystems
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
4 years
What happened to e-trading in fixed income? #fintech #algotrading #hedgefunds #quants #hft
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
Many #trading analysis platforms do not provide real-time market visualization, especially of the Level 3 order book data, which contains the full depth of the market. That's why we created @visualhft #marketdata #algotrading
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
One of the most challenging and exciting components of #HFT software development is the market data feed handler. The market data feed handler is responsible for receiving, decoding, and processing the market data from various sources, such as exchanges, brokers, and vendors.
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
Could Deep Learning Dethrone HFT?
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
10 Things that Affect the Speed of a Trading System
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
4 years
DIY quant models are the hot new thing for Chinese investors #fintech #trading #algotrading #quantitative #quant
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
11 months
If the number is low, it means that once traders place their orders, they’re likely to go through with the trade. Is this the ideal scenario for most algos 🤔 #algotrading #trading #finance
@visualhft
VisualHFT
11 months
# 6/8 For traders, monitoring CTR can enhance decision-making. Understanding whether a market is tentative or decisive helps in tailoring your trading approach accordingly. #SmartTrading #traders #daytrading #visualHFT
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
A Trader So Secret They’re Only Known by a Number Just Made Over $200 Million in One Month
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
How do I design high-frequency trading systems and its architecture. Part I
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
3 years
We bought ours!!
@dendibakh
Denis Bakhvalov
4 years
I can't believe it!😅 After more than a year of writing, I finally released my first book.🎉 Read it to understand your application's performance on a modern CPU and learn how to improve it. Available for FREE download (PDF) today!⤵️ Please RT! (1/4)
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
1 year
Next challenge: create an aggregated limit order book with all the level 3 feeds coming from multiple venues. I know, i know, is not that complicated. But, when trying to make it asset & venue agnostic gets complicated. Plus real time, plus in C# …. becomes exhausting … 😅
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
2 years
Blog talking about: - Electronic Trading - Trading Desks technology - High Frequency Trading (HFT) - Trading Systems & Algorithmic Trading 👉👈 #investing #hedgefunds #hft #algotrading #banks #hft #riskmanagement #fintech #crypto
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 years
How do I design high-frequency trading systems and its architecture. Part I
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 months
Do You Know What Your Algo is Doing at any given moment?
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
10 months
fascinating. We are adding something similar into #visualhft
@saeedamenfx
Saeed
10 months
Detecting Toxic Flow #QuantLinkADay
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
5 years
Goldman Sachs is spending $100 million to shave milliseconds off s #fintech #trading #algotrading #quantitative #quant
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
8 years
How to Set Up Your Own High Frequency Trading Firm
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
7 months
This is what's happening now: real-time analysis of order book depth and flow can reveal optimal execution windows, even within your chosen #TWAP timeframe, to exploit transient liquidity opportunities. This level of granular insight transforms a straightforward TWAP into a
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
9 months
#VisualHFT 's integration of real-time VPIN, complemented by its notification system, offers a comprehensive solution for leveraging VPIN's insights. Let me explain how with some examples in this thread 🧵 #marketmaking #vpin #riskmanagement #quants #quantitativeresearch
@visualhft
VisualHFT
9 months
In our recent post, we go deep unveiling the Power of Real-time VPIN and its story. We go over the most renown scholars to show you how to use this powerful metric! #Finance #quantitativefinance #quants #hft #vpin #datascience #ResearchPapers #VisualHFT
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@sisSoftware
Electronic Trading | Tech Lead Quant Developer
6 years
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