Bridging machine learning, bioinformatics, and institutional knowledge systems.
01
Applying machine learning and deep learning approaches to discover medicines and novel remedies, including the identification of phytochemical inhibitors.
02
Designing high-level project flows and software solutions for biological data processing, prioritizing solution architecture and problem-solving.
03
Building auditable data platforms that turn scattered institutional records into structured, classified evidence, combining relational modelling, rule-based and LLM-assisted classification, and published-only access by design.
04
Designing multi-agent and tool-using systems with explicit safety boundaries: graph-grounded retrieval, scope guards before any tool call, confirmation steps, and pluggable model layers.
AESPC 2025 · 2025
Manav Choudhary, et al.
Working Paper · 2026
Manav Choudhary
Founder · Editor · Author · Designer
A quarterly academic magazine documenting research, innovation, institutional achievements, and the evolving intellectual and collaborative ecosystem at KIIT University.
2025
The inaugural issue of Kommuniqué highlights KIIT's quality assurance initiatives, global rankings, research achievements, institutional collaborations, and thought leadership across academia and innovation.
2025
This edition showcases KIIT's advances in sustainability, global academic rankings, innovation ecosystems, interdisciplinary research, institutional partnerships, and international engagement initiatives.
Spring 2026
Featuring global sporting milestones, institutional recognitions, research excellence, international collaborations, and strategic academic initiatives shaping KIIT’s growing global presence.
Pioneering Higher Education towards the SDGs
KIIT University · 2026
An ISBN-registered edited volume (ISBN 978-81-686145-2-9) prepared by the Internal Quality Assurance Cell, KIIT-DU, and edited by Siddharth Swarup Rautaray, Rabindra Kumar Barik and Manav Choudhary. Across 12 chapters organised under three pillars (Strategies, Innovation and Impact), it documents how KIIT University works towards the UN Sustainable Development Goals. My part was co-editing, co-authoring and designing the volume.
Co-Editor · Co-Author · Designer
Industry-Institute Interface
KIIT University · 2025
Chronicles KIIT University's partnerships with industry leaders, corporate organisations and social institutions. Built from a review of 130+ MoUs, each summarised in a short abstract and mapped to the UN Sustainable Development Goals, the 156-page volume shows how academia and industry together shape future-ready professionals and sustainable national and global development.
Editor · Author · Designer
Mapped SDGs
