Avishek Jana

Co-Founder

Kolkata, West Bengal, India12 yrs 3 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Over a decade of experience in software engineering and AI.
  • Led development of AI systems for regulated domains.
  • Published insights on AI fundamentals and advanced topics.
Stackforce AI infers this person is a leader in AI-driven software solutions with a focus on secure and reliable systems.

Contact

Skills

Core Skills

Ai ResearchSystem ArchitectureProduct EngineeringSoftware Development

Other Skills

Vision Language ModelComputer VisionDocument AINode.jsProduct ManagementWeb DevelopmentLarge Language Models (LLM)Large Language Model Operations (LLMOps)Agentic AIGenerative AIReinforcement LearningTypeScriptReact.jsRuby on RailsGraphQL

About

Hi, I’m Avishek. With over a decade of experience in software engineering, product design, and system architecture, I bridge deep engineering practice with advanced AI research to build reliable, production-ready AI systems. My perspective is strongly backed by the learning and research exposure gained during my master’s in AI & ML at BITS Pilani. What I do I lead the development of Kriyam.ai, an AI platform focused on document intelligence, fraud detection, and agent-driven automation for regulated domains such as BFSI. My work spans fundamental and applied research in Vision-Language Models and Computer Vision, along with the design of reasoning systems and agentic workflows. I am deeply involved in system-level decisions—model selection, architecture trade-offs, security considerations, and deployment strategies—ensuring AI systems perform consistently beyond controlled lab settings. Why I do it I believe AI works only when people can trust it—when it is secure, reliable, and practical in real-world systems. Truly humanizing software means building intelligent systems that reason, understand context, and help users make confident decisions. What I write about • AI fundamentals for beginners (ML, Neural Networks, Computer Vision, NLP) • Advanced deep learning, LLMs, and Agentic AI • Reinforcement Learning concepts and applications • AI system design, architecture, and production trade-offs for intermediate and advanced readers I share these learnings through my newsletter, Coffee & AI. Newsletter: https://avishekjana.substack.com/ Medium: https://avishekjana.medium.com/ Let’s turn AI research into systems people can rely on—and learn together along the way.

Experience

Geogo techsolutions

2 roles

R&D Lead

Promoted

Jul 2025Present · 9 mos

  • I lead fundamental AI research and development at GEOGO, focused on building production-grade, secure, and trustworthy AI systems. My work bridges foundational AI research, system architecture, and real-world deployment, ensuring ideas move reliably from experimentation to production.
Vision Language ModelComputer VisionAI ResearchSystem Architecture

Director of Product Engineering

Apr 2017Jun 2025 · 8 yrs 2 mos

  • Geogo is an agile software company. Here we are hand-crafting software for the enterprises. Our love for coding transcends to solve problems that makes a difference. We bridge the divide between Technology & Design to bring software closer to human.
  • Founded in 2016 as a mobile app and web development company, till date we've built 20+ products, 1 applied for Y-Combinator and 4 got funded.
  • We help companies rethink, design and build the products and brands the way the market wants.
  • Visit our website: https://www.geogo.in
Document AINode.jsProduct EngineeringSoftware Development

Pupilfirst

National Teaching Fellow under AICTE LITE program

Mar 2022Mar 2023 · 1 yr · Kolkata, West Bengal, India

  • AICTE LITE Teaching Fellowship is a national fellowship for experienced software engineers who love teaching and are interested in contributing time for bringing the academic curriculum in engineering colleges at par with industry standards.

Yottolabs

2 roles

Principal Engineer

Promoted

Mar 2016Mar 2017 · 1 yr

  • Yottolabs is a software startup, mainly focused on providing solutions for hospitality and retail industry. Yottolabs won Red Herring Top 100 Asia 2013 and many other awards for it's amazing growth.
  • My responsibilities at Yottolabs as a Principal Engineer included, system architecture design to meet all of the technical and operational requirements and leading the software development team. During this tenure we've developed a stable and feature rich version of Retail-chain management system.

Ruby on Rails Developer

Oct 2013Feb 2016 · 2 yrs 4 mos

  • My responsibilities at Yottolabs as a Software Engineer included, detailed understanding of the business need as defined in Project Origination and to break it down into discrete requirements and software development along with my team.
  • Apart from the projects related to hospitality industry, during this tenure I worked on a ICT enabled project of Govt. of West Bengal, named "Matirkatha". Through this portal, useful information in different Agricultural Sectors are available to serve the citizens of this state at grass root level.

Education

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Artificial Intelligence

Oct 2023Sep 2025

Govt. College Of Engineering and Ceramic Technology

B Tech — Information Technology

Jan 2009Jan 2013

Sarat Chandra Sur Institution

12+ — Science

Jan 1997Jan 2009

Stackforce found 100+ more professionals with Ai Research & System Architecture

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