Ajith R.’s Post

Join us for an insightful session on how Imply enables data-driven decisions in the gaming world Yaron Moore, Guy Koren, Meir Gajstut, Roy Shmuely

Hello Gamers - calling out Developers, Product Managers, Data Analysts , Marketing Professionals , Students and Academics interested in Game Design : we are Inviting you to dive into the world of data-driven decision making to enhance player engagement, optimize game design, and maximize monetization strategies. Come join Meir Gajstut, Guy Koren, Beni Farkas, Roy Shmuely & Myself for an exciting morning . Please register here through below link : https://lnkd.in/dBNU9c9r #imply #realtimeanalytics

Launching June 21st! Dive into the meticulous world of Business Intelligence with Peter Connolly, a Senior Business Intelligence Engineer at Amazon Games! 🎮🔍 In this episode, we unpack the critical role of Business Intelligence in gaming. Peter pulls back the curtain on how he teams up with designers, analysts, and data scientists to dive into the data, cook up some hypotheses, and make magic happen! 👾 What you'll learn: - The impact of Business Intelligence on game development and player experiences. - How cross-functional teams come together to use data for making informed changes. - Insightful tips and tricks for anyone interested in the analytical side of gaming. This episode is a must-listen for anyone curious about the intersection of data, strategy, and gaming! #NewPlayerCharacter #LevelUpYourGame #GamingIndustry #GameDevelopment #GamingCareers Opinions expressed are solely our own and do not express the views or opinions of our employers

While working and exploring innovative use cases to enhance customer experience and streamline the purchase journey on digital channels, I discovered several fascinating applications of data science in the fast-paced real estate market. Here are two good examples of buy/sell platforms that I came across: 1. Zillow delivering precise property valuations and pricing estimates to improve user experiences and drive substantial business growth. 2. The way Opendoor assesses fair market values and offers sellers instant cash offers, streamlining transactions for all parties involved. While I highlighted above examples, there are many innovative use cases emerging across the real estate sector aimed at engaging customers at the right time and through the right channels, ultimately driving conversions. From market mix models that optimize spending in Digital Marketing to Multi-touch attribution that accurately credits conversion channels, data science and AI are fundamentally transforming the buying and selling experience. As we continue to embrace these advancements, the potential for enhanced customer engagement and satisfaction is truly exciting. Let’s keep pushing the boundaries of what’s possible! #RealEstate #DataScience #AI #Innovation

Take a moment to step back from your game’s data and ask yourself: Has my studio truly embraced a data-driven culture in its game development and user acquisition efforts? Consider whether your game studio: - Encourages open dialogue about its in-game and marketing data? - Welcomes innovative ways to utilize its data? - Is willing to adopt new data technologies and solutions? Only studios with a genuine data-driven culture can fully harness the power of analytics and optimization. Here’s a 7-step blueprint to establish such a culture: 1. Educate Your Leadership: Highlight the game-changing insights data can offer. 2. Prioritize Training: Cascade data skills and knowledge from leadership to all levels. 3. Set Measurable KPIs: Track the impact of data-driven decisions with clear metrics. 4. Empower Your Team: Use analytics not just to enhance player experience but to empower your team. 5. Establish Data Governance: Set clear guidelines on data governance and privacy. 6. Invest in Tools and Technology: Allocate resources to the latest data tools when needed. 7. Address Concerns Promptly: Tackle any data-related misconceptions within the business. From my experience, this is how leading data-driven companies operate. It’s about nurturing the right mindset and setting the stage for inevitable growth and innovation in the gaming space. How is your studio fostering a data-driven culture? Share your thoughts in the comments below! #DataCulture #GameDevelopment #BeingDataSavvy #GameAnalytics #DataDriven #GamingIndustry #GameOptimization

"4 or 5 moments..." Professional reflection brought to you by a scene in Deadpool 2 and a little inspiration from an old friend! In the movie, Colossus tells Wade there are only 4 or 5 moments that really matter over a lifetime. Although he was talking about being a hero, I thought about which career moments have really stuck out as significant - the ones that shaped how I think about what I do and why I do it. 🕰 #1 As a young market researcher, I learned about and implemented the van Westendorp pricing meter in a product study, then modeled out the data to show potential revenue impact. I was hooked on hard-hitting quant after that. "What, so what, now what?" was imprinted in my brain and I vowed to never just publish a bunch of pie charts again! 🕰 #2 I interviewed a nursing home purchasing director as part of a UX study...I went back the next year for another project and her life had completely changed. She opened up and shared some personal bad news and a reminder to cherish every day. In that moment I realized that our products/sites/policies were so insignificant in the grand scheme of things - my POV on UX/UI and all things customer experience were changed in an instant, as was my POV on work/life. I don't live to work, I work to live, but I work a lot, so I'd better do something that matters! 🕰 #3 I was uncomfortably pregnant on a flight home before hitting my last trimester (and very happy to not be flying for a while!) We'd had a great trip, but I was tired! My boss traded me his first-class seat for my economy seat so I'd be more comfortable and could get off the plane faster. To him, a small gesture. To me, a standard in leadership that would set my bar in the years to come - for who I am as a leader and what I look for in others. Have a formative moment you'd be willing to share? Please comment! Enjoy the reflection and maybe reach out to someone who impacted you!

🚀 Thrilled to share the culmination of my MSc Data Analytics journey! 🚀 I've completed my final year project, "Enhanced Game Balancing Through Machine Learning", where I tackled a major issue in competitive multiplayer games: game imbalance. By using machine learning techniques, I was able to analyze gameplay data from Dota 2 to detect and address imbalances in hero abilities and game mechanics. Key Highlights: - Analyzed 10,000+ Player records using the OpenDota API. - Implemented logistic regression and isolation detection models to identify anomalies and imbalance patterns. - Provided recommendations for game developers to enhance player retention and create fairer gameplay. This project has not only expanded my knowledge of machine learning applications but also deepened my passion for video game analytics. Big thanks to my supervisor Dr. Asim Ali for guidance and support throughout this journey! Looking forward to the next challenge! 🎮📊 If you'd like to contribute, please fork the repository and create a pull request. For any major changes, please open an issue first to discuss your proposed changes. https://lnkd.in/edkRG-MD #MachineLearning #DataAnalytics #GameDevelopment #Dota2 #AI #Gaming #Tech

Ready for day two of #quirkschicago! As the saying goes, the early bird gets the worm, and I'm fueling up to have more conversations with existing Marketing Systems Group customers and connections, as well as making new friends. Today, I'm excited to dive into some fascinating topics like #researchops, #qualitativeresearch, #participantrecruiting, research with #realpeople, #panelbuilding, #sensoryscience, #uxresearch, #designresearch, #usabilityresearch, #diy, #dataprotection, #smiles, and even #dogbowls! Looking forward to sharing insights and learning from the best in the industry.

Ever binge-watched on Disney+Hotstar?😍 Many of you will answer yes... We all keep watching our favorite shows and movies on Disney+Hotstar but ever wondered…🤔 😮Why do some shows become overnight sensations while others fade into obscurity?  🌟Or how do these platforms analyze viewer behaviour to determine exactly what you want to watch? 💡Well, now you can get answers to all these questions… Join WsCube’s 𝐅𝐫𝐞𝐞 𝐦𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬, “𝐃𝐢𝐬𝐧𝐞𝐲+ 𝐇𝐨𝐭𝐬𝐭𝐚𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐢𝐧 90 𝐌𝐢𝐧𝐮𝐭𝐞𝐬” 📅𝐃𝐚𝐭𝐞: 14th November ⌚𝐓𝐢𝐦𝐢𝐧𝐠𝐬: 7:00 PM - 8:30 PM 👦🏻𝐌𝐞𝐧𝐭𝐨𝐫: Tushar Jha (Analytics Lead at Amazon, Ex- Airbnb, Ex- Paytm) ✨𝐒𝐞𝐬𝐬𝐢𝐨𝐧 𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬: -Identify popular genres and languages. -Use Data Cleaning, EDA, Data visualization, etc. to generate insights -Track content release growth over the years. -Explore shifts in genre popularity over time. -Examine correlations between runtime, ratings, and release year. -Analyze viewership trends and popular content. -Understand audience behaviour and preferences. -Interactive QnA with Amazon’s data expert, Mr. Tushar Jha Don’t miss out on this game-changing session!💎 Hurry up, Register Now! Link: https://lnkd.in/dJYR2ftS #WsCubeTech #WsCube #Hotstar #Disney #Masterclass #DataisCareer #DataAnalysts #DataAnalytics

Hi LinkedIn Network! It’s my birthday today , and I believe this post will get a broad reach if you help me engage! As a gamer and data analyst, I understand the importance of analyzing player behavior to improve gaming experiences. My experience as a gamer help me to see games from the player's perspective, giving me unique insights into what drives player engagement and satisfaction. My perspective will be invaluable in interpreting and leveraging the data to inform game design and development decisions. Over the past year, I have dedicated myself to constantly improving my skills as a data analyst, focusing more on working on personal project in the gaming domain. Through these projects, I have gained a better understanding of the gaming domain and have experience working with synthetic large datasets to uncover meaningful insights.. I’m putting this post out here for AN OPPORTUNITY AS A JUNIOR GAME ANALYST (Remote). Why your team should consider my candidacy? 1. My analytical skills positions me to work with your data, understand, model, and predict players behavior effectively. 2. My curiosity and eagerness to tackle challenges head-on, I’m a quick learner with high adaptation to new technologies and methodologies. 3. I succeed in dynamic environments where innovation is encouraged, and I am always eager to push the boundaries of what is possible. 4. I’m a Women in Game Ambassador, so I stay at the forefront of industry trends and best practices I am excited about the opportunity to contribute to any gaming team and help inform decisions that connects players globally.