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@Sturish @insightial

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regokan/README.md

Hi, I'm Kanish 👋

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AI Strategist | Research Engineer | Team Leader

I am an AI Strategist, Research Engineer, and Team Leader with a proven track record of delivering impactful, end-to-end solutions in AI development, engineering leadership, and product innovation. With over a decade of experience across AI research, cloud technologies, data engineering, DevOps, and full-stack engineering, I seamlessly bridge technical expertise with strategic leadership to drive organizational success.


➤ My Approach to Leadership

At my core, I am a researcher and problem solver. This mindset enables me to lead with empathy and precision, managing diverse teams by deeply understanding their challenges and contributions. I don’t hesitate to step into their shoes, whether as a researcher, full-stack developer, or data scientist, to ensure we meet our shared goals. I believe in leading by example, empowering teams while fostering a culture of innovation and collaboration.


➤ Highlights

  • Strategic Visionary:
    As the Founder of Insightial, I have steered the company toward ethical AI innovation, combining open-source contributions with cutting-edge generative AI applications that align with transparency and impact-driven goals.

  • Proven Leadership:
    I’ve led cross-functional teams at organizations like OpenAI, Insightial, and MadMen AI, where I managed AI product lifecycles, accelerated timelines, and aligned technical implementations with business objectives.

  • Hands-On Mentor:
    My willingness to “get my hands dirty” allows me to stay connected to the technical aspects of projects. Whether designing scalable architectures or troubleshooting at the code level, I ensure my teams stay focused and effective.

  • Scrum Advocate:
    Inspired by Scrum, I not only manage teams with its principles but also structure my personal life around its values of adaptability, focus, and iterative improvement.


➤ Key Achievements

  • At OpenAI, significantly advanced Reinforcement Learning from Human Feedback (RLHF) processes and improved data collection for fine-tuning LLMs.
  • Developed AdIntel and CCO at MadMen AI, achieving rapid deployment of two generative AI products that transformed client engagement.
  • Pioneered Deep Vision Lab and Deep Mind Lab, open-source frameworks that empower global researchers in AI, computer vision, and deep reinforcement learning.
  • Launched three groundbreaking GenAI applications at Insightial, including tools for automated research, job matching, and AI-driven property insights.
  • Streamlined Thrasio’s ETL pipelines, deployed DBT models in Snowflake, and improved decision-making with GraphQL APIs and Power BI dashboards.
  • Modernized Village Medical’s backend with FastAPI, integrated AthenaHealth APIs, and enhanced healthcare appointment systems.
  • Automated event ticketing at OnTheStage using Terraform and AWS, improving efficiency.
  • Launched Kitelane marketplace and Amazon Ads Manager at Storepath AI, enhancing user experience and analytics.
  • Co-founded Sniff, a pet care app with features like Vet Scheduler and Razorpay UPI integration, fostering a community ecosystem.

➤ What Drives Me

I founded Insightial to bridge gaps in ethical AI development, open-source innovation, and community-driven research. I believe in the power of collaboration and transparency to unlock AI's potential for good. As a certified Scrum Master, I enjoy leading agile teams, mentoring engineers, and fostering a culture of continuous learning and innovation.

When I’m not coding or researching, you’ll find me exploring emerging technologies, solving complex problems, and building tools that make a difference.


Let’s connect to explore how we can drive transformation, inspire teams, and create solutions that make a lasting impact.

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  1. deep-mind-lab deep-mind-lab Public

    A comprehensive repository for advanced deep reinforcement learning algorithms and intelligent agent design

    Python

  2. insightial/researcher insightial/researcher Public

    Multi agent LLM in-depth researcher

    Python 2

  3. deep-vision-lab deep-vision-lab Public

    A comprehensive repository for research, code, and insights on convolutional neural networks and deep vision models

    Jupyter Notebook

  4. coworking-space coworking-space Public

    Flask-based analytics API for coworking space activity with PostgreSQL backend, deployed on Kubernetes using AWS and CodeBuild for CI/CD

    HCL

  5. sparkify-airflow sparkify-airflow Public

    Deploying Airflow on EKS with Redshift and S3 to automate data pipelines, enabling seamless data staging, transformation, and validation for scalable workflows.

    HCL

  6. insightial/jobs-data-pipeline insightial/jobs-data-pipeline Public

    Automated job ingestion from ATS and ETLs

    TypeScript