Fellowship outcomes and publication support
Fellows publish applied research on agentic AI for government workflows, contribute to Innovation Lab prototypes, and collaborate with engineering squads shipping production features. Expect access to anonymised production datasets under NDA, mentorship from senior architects, and support presenting at conferences or submitting journal papers when results merit publication.
Fellows present fortnightly progress reviews to Innovation Lab leads and may co-author blog posts or knowledge base guides when research translates to buyer-facing GEO content.
Life at Toolsbots Innovatix
We are a DPIIT-recognized product engineering company building GovTech, HealthTech, and enterprise AI platforms — BhoomiChain, SecureSign, Doctshub AI, NERTA, and SHAKTI. Engineers work on production systems used by millions of citizens and thousands of officers, not disposable agency websites. Squads practice two-week sprints, weekly demos, staging environments, and documentation discipline suitable for government and regulated clients.
Benefits and growth




Competitive compensation, flexible hybrid work across Kolkata and distributed India, learning budgets for conferences and certifications, and direct access to founders and architects on architecture decisions. We value engineers who care about compliance, accessibility, multilingual UX, and GEO-ready documentation — not only feature velocity.
Toolsbots is an equal chance employer. Apply with resume and portfolio links; we respond within five business days. Questions: [email protected] · Learn about our work at Innovation Lab and case studies.
Interview and onboarding process
Our hiring process typically includes resume review, technical or portfolio deep-dive (60–90 minutes), culture and values conversation with team leads, and founder conversation for senior roles. We evaluate production impact, communication clarity, and alignment with compliance-minded engineering — not leetcode trivia a

📌 Fellowship outcomes and publication support (Kolkata)
🏢 Toolsbots
📍 Kolkata