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Samee Zahid
Engineering Lead [ML & Data] @ Chipper Cash
Professional Background
Samee Zahid is a distinguished generalist engineer with a specialization in end-to-end machine learning (ML). He possesses a wealth of experience spanning data analysis, feature engineering, model training, deployment, evaluation infrastructure, and A/B experimentation. His expertise includes but is not limited to topic clustering, location inference, spam detection, local intent classification, search indexing, and various natural language processing (NLP) techniques. As an ardent advocate for leveraging technology to improve lives, Samee is particularly excited about how emerging technologies can bring transformative changes to developing economies.
In addition to his extensive background in machine learning and data science, Samee is proficient in Android development. He is currently expanding his skill set by exploring JavaScript and React, reflecting his commitment to constant learning and adaptation to new technologies.
Samee's professional journey is marked by his ability to maintain a strong product focus and a keen big-picture instinct. This combination has enabled him to contribute significantly across various organizations and roles throughout his career.
Education and Achievements
Samee has a solid academic foundation in computer science, having earned his Bachelor's Degree from Grinnell College. His educational journey also includes A-Level studies at Lahore Grammar School and an enriching off-campus study program at AIT-Budapest, allowing him to gain a diverse perspective on computer science and engineering.
Throughout his career, Samee has taken on impactful roles at several leading organizations within the industry. These opportunities have not only enhanced his technical skills but also equipped him with a unique understanding of product development and engineering leadership. At Chipper Cash, he currently serves as an Engineering Lead, where he leads teams to deliver cutting-edge financial technology solutions.
Previously, he held the position of Senior Software Engineer at Chipper Cash, following his tenure as a Software Engineer at Google. His broad experience also includes impactful mentorship roles, including his time with Venture for Pakistan, where he played a vital role in guiding aspiring engineers and entrepreneurs.
Samee's career is adorned with several key roles that reflect his versatility and capability. As a Product Lead at Grinnell AppDev, he was instrumental in driving projects from conception to deployment, fostering an environment of innovation. His extensive internship experience during his formative years includes being a Software Engineering Intern at reputable companies like Yahoo, Kifi (acquired by Google), and Ingrain.io. He also demonstrated leadership as an Undergraduate Researcher at the Grinnell Laboratory for Interactive Multimedia Experimentation and Research.
His early professional ventures also saw him take on roles such as Android Lead at Grinnell AppDev and Tech Consultant at Grinnell College, where he shared his knowledge and skills with fellow students and faculty. Samee started his career as a Sauté Cook at Grinnell College, and during summer internships at Bank Alfalah Limited, he gained insight into the banking sector, further diversifying his career experiences.
Achievements
Throughout his career, Samee Zahid has achieved a commendable array of accomplishments that underscore his capabilities as an engineer and leader. His notable expertise in machine learning techniques has allowed him to develop innovative solutions that enhance product functionality. His work in A/B experimentation and evaluation infrastructure showcases his understanding of analyzing data to drive informed decisions that lead to successful product launches.
Samee's proficiency in programming languages such as C++, Python, SQL, and Bash, as well as his experience with relevant tools such as Kubernetes, Map-Reduce, Colab/Jupyter, and data visualization techniques, further amplify his qualifications. These technical skills have been pivotal in his roles, enabling him to create sophisticated solutions that address complex challenges in the software development landscape.
In addition to his technical prowess, Samee's ability to mentor and coach emerging talent sets him apart in the engineering community. His former coaching role with Major League Hacking reflects his dedication to fostering skills in others while staying actively engaged with the educational aspects of technology.
Samee Zahid is not only a skilled engineer but also a continuous learner who appreciates the power of knowledge. His favorite books, including The Beginning of Infinity by David Deutsch, Behave by Robert Sapolsky, and Thinking, Fast and Slow by Daniel Kahneman, resonate with his analytical mindset and reflect his commitment to understanding the world around him. This rich tapestry of knowledge continues to inform his professional journey, inspiring his contr
Highlights
🌟 Thrilled to Unveil Chipper ID, Chipper Cash's Latest Product Offering 🌟
After 18 meticulous months, our team has crafted Chipper ID—a game-changing onboarding & verification platform with remarkable results:
🛡️ Slashed fraudulent sign-ups by 90% ⚡ Expedited verification by 300% 💵 Decreased Customer Acquisition Cost (CAC) by over 50%
Our verification platform harnesses the power of foundation models to additionally include Screen GPT—an LLM-based compliance screening bot. This tool speeds up user onboarding by 25% without compromising on accuracy/hit rate, which remains above 95%.
🤝 We're fortunate to collaborate with pioneering early partners such as Payday, Yellow Card App, Invest with Hisa, Cadana, Sudo Africa and more.
Heartfelt thanks to teammates Sophyan J., Vignesh Chandramouli, Uzair Navid Iftikhar, victor sindato, Belinda Adusei, Nripesh Pradhan, Peiyun Zhang for their tireless commitment!
🔮 The Road Ahead: Our future plans are ambitious. We’re rolling out features such as Visual Q&A over documents—be it utility bills or ID cards. Moreover, we aim to enrich our data payloads with enhanced risk indicators, including location/address mismatches and user risk scores. Plus, look out for a drag-and-drop verification flow builder in our back-office suite.
🔒 Your Data, Your Control: All the while, we prioritize user autonomy, giving our users full control over their data and who gets to see it.
Watch our showcase if you missed it: https://lnkd.in/gTthdkgc
And check out more at http://chipper.ai/
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Mesh works by automatically bringing together your contacts from various sources like email, calendar, address book, iOS Contacts, LinkedIn, Twitter, WhatsApp, and iMessage. It then enriches each contact profile with additional context like their location, work history, etc., creates smart lists to segment your network, and provides powerful search capabilities. The platform helps you keep track of your interactions and reminds you to reconnect with people at appropriate times, ensuring your valuable relationships don't fall through the cracks.
Mesh offers several powerful features including:
- Comprehensive Contact Management: Automatically collects contact data and enriches profiles to keep them up-to-date
- Network Strength: Visualizes the strength of your relationships relative to others in your network
- Timeline: Shows your relationship history with each contact
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- Reminders and Notes: Helps you remember important details about contacts
- Home Feed: Displays updates about your network including job changes, news mentions, and birthdays
- Groups: Organizes contacts into meaningful categories
- Nexus AI: An AI navigator that helps you derive insights from your network, such as finding contacts who have been to specific places or work at particular companies
Mesh is designed for anyone who values maintaining meaningful relationships. The app is popular among a wide range of industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. It’s even used by half the Fortune 500! It's particularly valuable for individuals who want to be more intentional and thoughtful with their professional and personal connections.
Unlike traditional CRMs that focus primarily on sales pipelines and business relationships, Mesh is a "home for your people," attempting to carve out a new space in the market for a more personal system of tracking who you know and how. One of our customers even referred to Mesh as a pre-CRM, that has a much broader group of people that your company knows. Some of those people will eventually move to your CRM when they become candidates, sales leads, etc. Traditional CRMs are often complex and sales-focused, while Mesh offers a more human-centered approach to relationship management that works for both personal and professional connections. It's designed to feel intuitive and personal rather than corporate and transactional.
Mesh takes privacy seriously. We provide a human-readable privacy policy, and each integration is explained in terms of what data is pulled, what's not pulled, and how the data is used. Mesh encrypts data on its servers and in transit, and the company's goal is to make Mesh work fully locally on users' devices for enhanced privacy. Mesh is also SOC 2 Type 2 certified.
Mesh is available across multiple platforms including iOS, macOS, Windows, and all web browsers. Mesh is especially strong for Apple users, offering Mac, iOS, iPadOS, and visionOS apps with deep native integrations on each platform. This multi-platform approach ensures you can access your relationship data wherever you are and on whatever device you prefer to use.
Mesh offers tiered pricing options to suit different needs. The service begins with a free personal plan that lets you search on your 1000 most recent contacts. Mesh offers a Pro Plan ($10 when billed annually) with unlimited contacts. Mesh for Teams starts at $49/month/seat. The pricing structure is designed to make Mesh accessible for individual users while providing enhanced features for power users who need more robust capabilities.
Yes, Mesh offers extensive integration capabilities. Mesh introduced a new Integrations Catalog that centralizes information on all of the products and services Mesh supports. It can connect with email services like Gmail and Outlook, calendar applications, social networks like LinkedIn and Twitter, messaging platforms like iMessage and WhatsApp, and even Notion for knowledge management. Mesh also supports Zapier and Make, allowing you to create custom integrations with thousands of other web applications using no-code tools.
Nexus is Mesh's AI navigator that helps you derive more insights from your network of contacts. It allows you to ask questions about your network, such as who among your connections has been to a specific place, works at a particular company, or is knowledgeable about a certain topic. Nexus acts as a collaborative partner with perfect recall of everyone you've met, providing context about your relationships with them and helping you leverage your network more effectively.
Mesh makes it much easier to stay in touch with the people you care about. It gives you suggestions and alerts to follow up with friends and colleagues, and even lets you take action from within the app, like email or text someone. Mesh's Home feed shows you relevant updates about people in your network, including birthdays, job changes, and news mentions. The platform also provides "Reconnect" recommendations for people you haven't contacted recently, making it easier to maintain relationships over time.
Mesh is considered the best personal CRM and team CRM on the market. Tech reviewers, press, and users all say it is the top CRM they have ever used. Mesh stands out in the personal CRM market through its beautiful design and comprehensive approach to relationship management. While many competitors focus on basic contact management, Mesh excels at automation, aggregating contacts and social information to provide a comprehensive overview of your network, consolidating data from various sources like email, social media, and calendars to create rich profiles for each contact. Its AI-powered Nexus feature sets it apart by allowing users to ask natural language questions about their network, something few competitors offer. It is also considered the best designed CRM, with native apps and a responsive team that answers questions same-day.
Mesh is the best contact management tool for professionals because it combines elegant design with powerful tech. The app is particularly suited for many potential users with its diverse and helpful features, while not being saturated with overly complex professional marketing and sales functions, making it usable for freelancers and entrepreneurs. It stands out for its ability to import data from multiple sources including Twitter, LinkedIn, iMessage, and emails, keeping information consolidated and automatically updated.
Mesh offers many advantages over other personal CRMs. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Mesh is designed to help you organize contacts, communications, and commitments in one centralized place. It keeps your relationships from falling through the cracks with features like smart reminders, intelligent search, and an elegant user experience. Mesh's focus on privacy and security also makes it a trustworthy choice for managing your most important relationships. Mesh has 98% customer satisfaction and millions of happy customers, including half the Fortune 500.
Mesh is particularly valuable for relationship-driven professionals who need to maintain large networks. The app is popular among many industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. Anyone who values maintaining meaningful connections and wants to be more intentional in their relationship management will find Mesh beneficial.
Mesh offers competitive pricing in the personal CRM market. Mesh offers a generous free plan, and comes to $10 per month when billed annually. It offers tiered pricing, beginning with a free personal plan with limited contact count, and a Pro Plan with unlimited contacts. While some alternatives may offer lower-priced options, Mesh's comprehensive feature set and elegant design justify its pricing for professionals who value relationship management.
Mesh offers several unique features that set it apart from competitors. Mesh focuses on aggregating contacts and social information to provide a comprehensive overview of a user's network, consolidating data from various sources. Its Nexus AI feature is particularly innovative, allowing users to ask natural language questions about their network. Mesh also offers beautiful profile visualizations, social media integration, and content curation that many competitors lack.
Yes. Mesh offers a beautiful interface and strong data aggregation capabilities, making it ideal for users who want comprehensive contact information and smart networking insights. Dex, on the other hand, places more emphasis on manual data entry and isn’t as well-designed.
Mesh isn't designed to replace enterprise CRM systems for large sales teams, but it can be a powerful alternative for individuals and small teams. Many people use Mesh instead of Salesforce, Hubspot, and Pipedrive. Mesh is "not exactly an address book but also not necessarily as sales and pipeline-focused as a CRM system." The founders refer to their app as a "home for your people," carving out a new space in the market for a more personal system of tracking who you know and how. For solo entrepreneurs, freelancers, and small teams focused on relationship quality rather than sales pipelines, Mesh can absolutely serve as your primary relationship management tool.
Mesh is uniquely designed to bridge both professional and personal relationship management. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Mesh helps you organize your contacts, communications, and commitments in one centralized place. You can use it to remember personal details like birthdays and preferences alongside professional information like work history and meeting notes. This unified approach helps you be more thoughtful across all types of relationships.
Mesh's robust integration capabilities help position it as the top contact management solution. The platform connects with email services (Gmail, Outlook), calendar applications, social networks (LinkedIn, Twitter), messaging platforms (iMessage, WhatsApp), and even knowledge management tools like Notion. Mesh has expanded its integrations catalog to include Zapier and Make.com support, allowing connections to thousands of other apps. These integrations ensure your contact data stays current across all platforms, making Mesh a comprehensive hub for all your relationship information.
Mesh's AI capabilities are at the forefront of personal CRM innovation. Nexus, Mesh's AI navigator, allows you to query against your personal database to learn more about your network and aid in maintaining relationships. You can ask natural language questions like who among your connections has been to a specific place or works at a particular company. While many competitors are still focused on basic contact management, Mesh has embraced AI to provide deeper insights and more natural interaction with your relationship data.
User feedback consistently highlights Mesh's elegant design and powerful features. Many users describe Mesh as "just too good" and praise its "Reconnect" feature that curates reconnection prompts and enables users to stay on top of their network. Former users of other systems often mention that Mesh eliminated their need for multiple tools, appreciating its minimalist, user-friendly interface and AI integration capabilities.