AKSHAT SUNIL JAIN
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Akshat Sunil Jain

AI-Native Pharma Intelligence Architect & Decision Intelligence Engineer

Fusing Medicinal Chemistry, Agentic AI & Decision Intelligence Architecture
to build sovereign-grade thinking systems that transform pharmaceutical strategy.

0+ AI Projects
AIR 0 NIPER JEE 2024
0 CGPA @ NIPER
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Where Chemistry meets
Artificial Intelligence

I'm Akshat Sunil Jain — a Medicinal Chemist turned AI Architect & Decision Intelligence Engineer, currently pursuing my M.S. (Pharm.) in Medicinal Chemistry at NIPER Mohali with a 9.87 CGPA. I secured AIR 8 in NIPER JEE 2024, AIR 158 in GPAT 2024, and a 100 Percentile in RRB Pharmacist 2025, placing me among the nation's brightest pharmaceutical scientists.

My strongest differentiator is Decision Intelligence Architecture — building structured decision pipelines, consulting-style problem decomposition, and strategy → analysis → recommendation flows. I don't build answers; I build thinking systems that deliver sovereign-grade strategic intelligence.

I'm a specialized SKILL.md & Agent.md Builder — engineering institutional-grade AI instruction protocols that orchestrate multi-agent swarms, polymorphic triads, and forensic-grade analytical engines. My SKILL architectures power sovereign intelligence platforms across pharma CI, clinical development, and portfolio strategy.

I've built 15+ AI-native platforms — from multi-agent pharma competitive intelligence systems (PharmaOS) to sovereign-grade intelligence suites (Sovereign Zenith, Nexus v27.0) — using cutting-edge technologies like Google ADK, LangGraph, MCP Servers, and multi-agent orchestration. My systems reduce weeks of analysis into minutes.

I believe the future of pharmaceutical innovation lies in the convergence of deep domain expertise, agentic AI, and decision intelligence. I'm not just building tools — I'm architecting the operating systems and thinking architectures for next-generation pharma intelligence.

Education
NIPER Mohali M.S. (Pharm.) Medicinal Chemistry 9.87 CGPA
Gujarat Technological University B.Pharm 9.24 CGPA
CBSE — Shri L.G. Haria School PCB Stream 94.8%
Current Research

Design & Synthesis of Pyridopyrimidine-Based Phospha-Flavone Analogs as Potential Antibacterial Agents — using scaffold hopping, pharmacophore optimization, and Lewis acid-catalyzed cyclization.

AIR 8 GPAT 158 100% RRB 15+ Projects

Active Research Work

M.S. Thesis — NIPER Mohali (2025 — Present)

Design and Synthesis of Pyridopyrimidine-Based Phospha-Flavone Analogs as Potential Antibacterial Agents

National Institute of Pharmaceutical Education and Research (NIPER), S.A.S. Nagar, Mohali

Objective

Designing and synthesizing novel pyridopyrimidine-based phospha-flavone analogs using scaffold hopping and pharmacophore optimization strategies to combat antibacterial resistance.

Methodology

Multi-step synthetic route development including substituted phenylacetylenes and phosphonate intermediates with Lewis acid-catalyzed cyclization approaches and solvent/additive/temperature screening for yield optimization.

Characterization

Structural validation using advanced spectral techniques — ¹H NMR, ¹³C NMR, and Mass Spectrometry for comprehensive compound characterization.

Future Directions

ADMET prediction, molecular docking, and evaluation of antibacterial activity through MIC studies against resistant bacterial strains.

Scaffold Hopping Pharmacophore Optimization Lewis Acid Catalysis Pyridopyrimidines Antibacterial Resistance NMR Spectroscopy Mass Spectrometry Synthetic Chemistry

Publications & Academic Output

3 Book Chapters
2 Review Articles
2 Journal Reviewer

Published in peer-reviewed journals | Invited reviewer at BP International & JOCAMR

My Technical Arsenal

Agentic AI & LLMs

Prompt Engineering Multi-Agent Systems LangGraph LangChain Google ADK CrewAI MCP Servers RAG Modeling LLM Fine-Tuning Vibe Coding

Languages

Python SQL R TypeScript JavaScript VBA

Frameworks & Tools

FastAPI Next.js React Streamlit N8N Celery Redis Docker FAISS ChromaDB spaCy Tailwind CSS

Medicinal Chemistry

Scaffold Hopping Pharmacophore Modeling Molecular Docking Spectral Interpretation Synthetic Route Design ChemDraw Mestrenova Chem3D

Cloud & Data

Google Cloud PostgreSQL Git & GitHub Power BI Excel JMP Tableau VS Code

Decision Intelligence Architecture

Structured Decision Pipelines Problem Decomposition Strategy → Analysis → Recommendation SKILL.md Builder Agent.md Builder Thinking Systems Design Consulting-Style Frameworks Multi-Agent Orchestration Protocols Polymorphic Triad Synthesis

Superpowers

Problem Solving Leadership Public Speaking Adaptability Multitasking Planning & Execution

Projects that Define the Future

01

Email Intelligence Hub

AI-native Gmail automation system that classifies emails by priority and intent, auto-drafts context-aware replies, and routes them through a human-in-the-loop approval dashboard with SLA monitoring.

n8nPostgreSQLNode.jsClaude 4.5GPT-4oGmail API
02

VedaOS

AI-native clinical trial design OS with Google MedGemma, Self-Driving Trial Twin, and ICH-GCP compliance auto-flagging.

MedGemmaLangGraphMCPFastAPINext.js
03

PharmaIntel

5-agent AI pipeline reducing M&A analysis from 4-6 weeks to 2-3 minutes at 87.5% accuracy with Monte Carlo simulations.

Google ADKGemini 2.0PlotlyMonte Carlo
04

OncoWatch

5-workflow n8n oncology CI suite with ClinicalTrials.gov & PubMed ingestion, AI triage, and CRITICAL alert dispatch.

n8nPostgreSQLGemini/GroqSlack API
05

Drishti CI

Pharma CI API with 6-level intelligence stack transforming noisy data into decision-grade competitive insight.

FastAPICeleryRedisScrapyLLMs
06

Sarvagya AI

Consulting OS with 5-layer reasoning architecture coordinating strategy, GTM, execution, and financial modeling agents.

Next.jsGPT-4oClaude 3.5MCPGroq
07

Aarogyaa Intelligence

Enterprise Hospital OS with live orchestrator topology, Dhanwantari AI pharmacy safety, and Gemini Vision radiology.

React 19Gemini 2.5ViteZustand
08

CVdost

Agentic AI career engine with ATS scoring, semantic JD matching, and FAISS skill gap analysis — live on Streamlit.

StreamlitLangChainFAISSspaCyKeyBERT
09

AERPA

Real-time pharma batch risk intelligence with 43 features, ensemble anomaly detection, and FDA 21 CFR Part 11 compliance.

Excel VBAAnomaly DetectionFDA Compliance
10
🔒 Access Restricted

Sovereign Zenith v10.2

Sovereign Arch-Singularity strategic engine for absolute market dominance. Generates 20+ Excel tabs, 40+ Dashboard charts across 20 tabs, 30+ Portfolio slides, and MCP AI Consultant terminal. Powered by 30-agent swarm forensics with Nash equilibrium game theory, Monte Carlo simulations, and prestige-grade glassmorphism UI.

30-Agent SwarmNash EquilibriumMonte CarloMCP ProtocolD3.jsThree.jsPython
11
🔒 Access Restricted

Pharma Strategic Intelligence-OS

Sovereign-grade Pharma CI across 12 analytical dimensions — Pipeline Forensics, Regulatory Intelligence, Patent/IP Fortress, Financial Dominance (rNPV/DCF/Monte Carlo), Nash War-Gaming, KOL Mapping, HEOR, Launch Excellence, M&A Intelligence, TA Dashboards, Real-Time Signals, and Portfolio Strategy. Produces 50+ deliverables including Excel workbooks, interactive dashboards, battlecards, and payer dossiers.

12-Dimension CIrNPV ModelingHEOR/NMAWar-GamingKOL NetworksPythonBayesian NMA
12
🔒 Access Restricted

Nexus v27.0

Principal Strategic Intelligence Protocol — the absolute apex of pharmaceutical intelligence. Collapses 20 agents, 17 skills, and 5 Principal-Grade engines into a single deterministic cognitive pipeline. Features 11 Singularity Kernels (Oncology, Immunology, Neurology, Metabolic, Rare Disease, CRM, Respiratory, Dermatology, Vaccines, Cell & Gene Therapy, Market Access), 5-Team Adversarial Swarm, and mandatory 50-source validated research with Polymorphic Triad fusion architecture.

20 Agents17 Skills11 KernelsPolymorphic Triad50-Source MandateSwarm AIMCP/A2A
13
🔒 Access Restricted

Claude-Native Intelligence Orchestrator

Production-grade agentic systems compiler that transforms any idea into a fully structured AI architecture through a unified 7-skill stack. Integrates deep research (DR-80 across 12 axes), competitive strategy (CSAP), and monetization-driven system design (ISA) to dynamically generate SKILL.md, AGENTS.md, multi-agent orchestration frameworks, and CODE_DIRECTIVES.md — turning Claude into an autonomous system builder with built-in reasoning, coordination, and execution layers.

Prompt EngineeringSKILL.mdAGENTS.mdMCP Protocol v2025Brain/Hands/SessionBig.LITTLE Multi-ModelA2A ProtocolPython
14
🔒 Access Restricted

Pharma & Healthcare Market Research Singularity Engine v4.0.0

High-fidelity intelligence system executing end-to-end pharmaceutical market research and strategic decision-making. Mandates a deep-research-first foundation, integrating clinical/epidemiological modeling, asset valuation, and Bayesian risk overlays for boardroom-grade, strategically actionable insights across the pharma lifecycle.

Prompt EngineeringSKILL.md (Anthropic 3-Layer)AGENTS.md (AAIF-v2025)MCP Protocol v2025-11-25
15
🔒 Access Restricted

Pharma Data Science Singularity v7.0

Production-grade intelligence engine designed for advanced pharmaceutical analytics and clinical data science. Combines survival analysis, biomarker stratification, and rNPV/Monte Carlo valuation with CDISC-compliant structures to automatically generate GxP-aligned Excel models, dashboards, and reporting pipelines.

Prompt EngineeringSKILL.md (Anthropic 3-Layer)AGENTS.md (AAIF-v2025)MCP Protocol v2025-11-25

My Personal AI Store

ASJPrompts & Studio is a sovereign-grade intelligence ecosystem featuring 54+ high-fidelity AI prompts, advanced n8n automations, and institutional-grade SKILL.md systems. From clinical development to market strategy, I architect the thinking systems that power the future of pharma intelligence.

54+ AI Prompts
n8n Automation
SKILL.md Systems
Premium Web Builds
54+ Prompts
10+ Agents
100% Sovereign
9.87 Precision

Websites I've Designed & Built

Crafting premium, high-performance portfolio experiences for researchers, analysts, and professionals.

Ayan Acharya

Final Year PhD Student, Dept. of Medicinal Chemistry, NIPER Mohali

"Akshat delivered a stunning portfolio that perfectly captures my research identity. The design is modern, the animations are smooth, and it loaded blazing fast. He understood my work in medicinal chemistry and translated it into a visually compelling digital presence. Truly world-class craftsmanship — I couldn't have asked for a better result."

View Live Site

Mithelesh Nagpure

Final Year PhD Student, Dept. of Medicinal Chemistry, NIPER Mohali

"Working with Akshat was an exceptional experience. He built my portfolio from scratch with meticulous attention to detail — from the 3D particle animations to the responsive layout. The site beautifully showcases my publications, research, and expertise. His ability to blend cutting-edge web design with academic professionalism is remarkable."

View Live Site

Vandana Pujari

Associate Healthcare Analyst, Clarivate

"Akshat created a portfolio that immediately elevated my professional brand. The glassmorphism design, smooth scroll animations, and premium color palette make it stand out from every other analyst portfolio I've seen. He was incredibly responsive, delivered ahead of schedule, and the final product exceeded all my expectations. Highly recommend for anyone serious about their digital presence."

View Live Site

Sumaiyah Mulla

MS Student, NIPER Mohali

"I'm absolutely thrilled with the portfolio Akshat built for me. He took the time to understand my academic journey and crafted a site that feels both elegant and deeply personal. The interactive elements, micro-animations, and overall aesthetic are on par with top-tier agency work. It's not just a website — it's a statement piece for my career."

View Live Site

My Journey So Far

2025 — Present

Senior Faculty — Organic Chemistry

Pharmaminds

Delivered 120+ hours of coaching for GPAT/NIPER aspirants. Designed structured high-yield content modules.

2024 — 2026

M.S. (Pharm.) — Medicinal Chemistry

NIPER Mohali

9.87 CGPA. Designing pyridopyrimidine-based antibacterial analogs. Building AI-native pharma intelligence systems.

2021 — 2024

Co-Founder & Educator

VIBRAINO — The Frequency of Knowledge

Led a 9-member team. Designed JEE & NEET course curriculum and mentored 200+ students across subjects.

Jul — Sept 2023

Business Development Intern

Internshala

Boosted campus engagement by 20%. Onboarded 70+ students. Awarded "Exceptional Performer".

Jul 2023

Industrial Intern

Inject Care Parenterals, Vapi

Supported sterile manufacturing operations and cGMP documentation processes.

Credentials & Recognition

ICH-GCP — NIDA Clinical Trials Network
Google Data Analytics — Coursera
Agentic AI — Kaggle × Google DeepMind
McKinsey Forward Program
ML on BigQuery — Google Cloud
Prompt Engineering — IBM & Vanderbilt
SAS Programming — Udemy
JMP DOE — NIPER S.A.S. Nagar
SQL, Python & Excel — LetsUpgrade
BCG, PwC, Accenture — Forage Simulations
ICH-GCP — NIDA Clinical Trials Network
Google Data Analytics — Coursera
Agentic AI — Kaggle × Google DeepMind
McKinsey Forward Program
ML on BigQuery — Google Cloud
Prompt Engineering — IBM & Vanderbilt
SAS Programming — Udemy
JMP DOE — NIPER S.A.S. Nagar
SQL, Python & Excel — LetsUpgrade
BCG, PwC, Accenture — Forage Simulations

Key Achievements

AIR 8 — NIPER JEE 2024 Top 0.1% amongst thousands of candidates nationwide
AIR 158 — GPAT 2024 Graduate Pharmacy Aptitude Test — National Level Merit
100 Percentile — RRB Pharmacist Perfect score in the Railway Recruitment Board 2025 exam
5 Publications 3 book chapters & 2 review articles in peer-reviewed journals
SRCC Startup Conclave & IIT Bombay Eureka Startup showcased, MoU signed at SRCC 2023
ISRO PRL Finalist National-level poster & model presentation at Physical Research Laboratory, Ahmedabad
Top 10 Across All 8 Semesters Consistent university-level academic excellence throughout B.Pharm

Let's Build
Something Extraordinary

Have a project in mind? Looking to collaborate on AI-driven pharma solutions? Or just want to say hello? I'd love to hear from you.