Sid Mishra
|
15+
AI Applications
4
Focus Areas
1
Bootstrapped Team
>
Executive Summary
An FP&A and Senior Analytics leader in MedTech, now founding and solo-engineering a full production SaaS platform. Convixion.ai spans 15+ AI applications across four focus areas — financial engineering, enterprise data analytics, pharma commercialization, and sales training — each with its own data pipelines, ML models, and polished interfaces.
Every layer of the stack — React frontends, Bun/Elysia backends, DuckDB analytics engines, PyTorch vision models, custom MCP servers, financial algorithms for live data processing and opportunity detection, Nginx multi-subdomain infrastructure, Docker orchestration, platforms that weave big data insights into GenAI workflows, and a 60+ token design system with four theme modes — architected and implemented by a founder with a vision. Production-grade tools processing real SEC filings, real clinical trial data, and real prediction market analytics.
@
Journey
WORK
Founder
2025+
WORK
Align
2019–2025
Finance & Analytics
EDU
Queen's University
2018–2019
Master of Analytics
WORK
J&J
2016–2019
Finance Leadership Program
EDU
University of Toronto
2012–2016
Bachelor of Commerce
Financial Engineering & Algorithmic Trading
SCANNRInstitutional-grade analytics for securities research, backtesting, and prediction markets.
Applications Built
EDGAR Terminal AI
Institutional SEC filing analysis engine. Longitudinal regression across 5Y/10Y windows with sigma-based value scoring, multi-entity consensus scoring, and composite AI picks.
SecuritiesGPT
Securities research and dynamic reports using AI-native report builder & database with vector embedded 13Fs, 10Ks, 10Qs, and other qual/quant data sources. Proprietary.
Backtester AI
Created backtesting platform that allows vibe-testing algorithmic trading strategies using central AI-to-algorithm orchestration engine. Historical strategy backtesting engine against 25 years of NASDAQ market data.
Polymarket AI
Prediction market analytics suite with 21 integrated tools. VWAP calculation, multi-market arbitrage scanning, Kelly criterion position sizing, and liquidity analysis.
Relevant Career Experience
Align
|
Architected enterprise subscription pricing strategy that transformed the business model and unlocked sustained long-term revenue growth
Align
|
Appointed to Pricing & Promotions Committee; spearheaded investor relations analytics and multi-horizon financial forecasting
J&J
|
Engineered weighted probability cost models and automated $2B+ forecast pipelines, slashing lead times by 98%
Pharm & MedTech Commercialization
COMMERCIALIZER
SFEONEAI-powered tools for regulatory analysis, clinical research, market access, and sales force effectiveness.
Applications Built
AI Product Commercializer
End-to-end MedTech product commercialization pipeline. Regulatory pathway analysis, market sizing, competitive landscape, and go-to-market strategy.
AI Interview Bot
Multi-stage AI-driven discovery interviews that simulate stakeholder conversations to validate product-market fit.
AI Clinical Trials Research
Intelligent clinical trials explorer with NLP-powered search. Filter by condition, phase, status, and intervention type.
SFEOne Soon
Sales force effectiveness tools for MedTech and pharmaceutical commercial teams.
Relevant Career Experience
Align
|
Drove North America, LATAM, and EMEA segmentation strategy redesign through advanced analytics, reshaping territory-level resource allocation
Align
|
Founded the Competitive Intelligence Analytics function, delivering unprecedented competitive usage insights across 700+ stakeholders
J&J
|
Strategic finance partner to Janssen Regulatory, QA, and Drug Safety divisions, navigating complex pharmaceutical compliance and commercial launch frameworks
J&J
|
Authored BioAdvance patient access business case — projected conversion rates and ROI that secured approval for compassionate use program expansion
Enterprise Big Data Analytics
CONVIXIONEnd-to-end data pipelines connecting government APIs, regulatory filings, and market feeds to AI platforms.
Platform → Data Source Architecture
Relevant Career Experience
Align
|
Led 12-person analytics team delivering 100+ Power BI dashboards to 700+ stakeholders across US, Canada, and LATAM
Align
|
Unified finance and analytics functions to automate dollar-quantified ROI measurement across all marketing programs
Align
|
Compressed initiative decision cycles from 4 weeks to 3 days through predictive modeling, driving 10x sales improvement
Align
|
Spearheaded Azure/Starburst enterprise data platform migration; re-engineered segmentation models across North America
J&J
|
Automated IBM TM1 clinical budgeting pipelines, eliminating 90% of lead time, and architected $2B+ forecast upload automation
Sales Training & Academia
W WEBUILDFAST
AI applications for case study generation, presentation building, and team development.
Applications Built
CaseMaker AI
AI-generated Harvard-style business case studies with exhibits, discussion questions, and teaching notes.
SlideMaker AI
AI presentation builder with full workspace design. Generates slide decks with intelligent layout and narrative flow.
DocuSummarize Soon
AI-powered document summarization tool for research papers, reports, and long-form content.
WeBuildFast
Custom AI application development service. End-to-end consulting from architecture to deployment.
TalentProfiler Soon
AI-driven talent assessment and team capability mapping for organizational development.
Relevant Career Experience
Align
|
Built and mentored a high-performing 12-person cross-functional analytics team spanning data engineering, BI, and advanced analytics
Align
|
Served as strategic advisor to SVP/VP leadership on enterprise planning, initiative prioritization, and resource allocation
Duke
|
Executive MBA candidate (current) — Duke University Fuqua School of Business
ARCH
Technical Architecture
Frontend
React · Tailwind · React Router · Recharts · React Flow
Backend
Bun · Elysia · REST + SSE Streaming
Data
DuckDB · MySQL · SQLite · Dexie.js
AI / ML
Claude · Gemini · Transformers · PyTorch
Infrastructure
Docker · Nginx · SSL · Cloudflare
Architecture
Bun Monorepo · Shared Packages
Design System
Semantic Tokens · Theme Modes · Standardized Library
Security
Centralized Auth via CVXN
Core Technologies
ReactBunElysiaTailwindDuckDBMySQLDockerNginxPyTorchClaudeGeminiRechartsReact FlowSSERAGCloudflare
DSN
Design Philosophy
Zero-Noise Interfaces
Every pixel serves a purpose. Information density without visual clutter. Recessed technical depth that reveals itself progressively.
Semantic Theming
60+ CSS custom property tokens powering four distinct theme modes, dark, hybrid, light, and split, with zero JavaScript overhead for color switching.
Component Standardization
Standardized library of tables, indicators, panels, and charts shared across all applications. Consistent UX vocabulary from terminal to training platform.
Convixion.ai, Precision Intelligence, Solo Engineered