XAI Forensics
Live
Shows why a transformer made a decision, not just what it decided. Three-layer forensic inspection with a live demo.
LIMEDistilBERTPyTorch
Hello, I'm
Parshvi Jain
Applied AI Engineer
I got obsessed with the gap between “the model said so” and “here’s why” and spent the last year building my way into it. IEEE-published, production-tested, and the person who asks “but can we verify that?” in every design review.
Ghaziabad, India · Open to remote / relocation
Open to Applied AI · ML Engineer · FDE roles
Experience
Where I have shipped.
Selected work
Things I built.
Pan-India Renewable Energy Forecasting
IEEE 2025
India's grid needs to know tomorrow's sun and wind together, not separately. This model does both - 2.2% error, IEEE 2025.
TensorFlowLSTMscikit-learn
Lumen: Verifiable AI CRM
Every AI recommendation ships with the numbers it cites. Verifiable AI for D2C brands, with reasoning shown before you act.
FastAPINext.jsPostgreSQL
XAI Forensics
Live
Shows why a transformer made a decision, not just what it decided. Three-layer forensic inspection with a live demo.
LIMEDistilBERTPyTorch
Pan-India Renewable Energy Forecasting
IEEE 2025
India's grid needs to know tomorrow's sun and wind together, not separately. This model does both - 2.2% error, IEEE 2025.
TensorFlowLSTMscikit-learn
Lumen: Verifiable AI CRM
Every AI recommendation ships with the numbers it cites. Verifiable AI for D2C brands, with reasoning shown before you act.
FastAPINext.jsPostgreSQL
Data Analyst Agent API
Drop any file, get a structured analysis back. Gemini 2.5 primary with OpenRouter fallback - it keeps running even when the model goes down.
FastAPIGemini 2.5Docker
E-Learning Intelligent System
Three models watching one student: one flags if they're stuck, one predicts if they'll drop out, one recommends what to study next.
PythonIsolation ForestRandom Forest
Syncora: Collaborative Study Rooms
Shared study rooms where everyone sees the same state. Built so the session never splits - the server owns the truth, not the browser.
Next.jsWebSocketsPostgreSQL
Data Analyst Agent API
Drop any file, get a structured analysis back. Gemini 2.5 primary with OpenRouter fallback - it keeps running even when the model goes down.
FastAPIGemini 2.5Docker
E-Learning Intelligent System
Three models watching one student: one flags if they're stuck, one predicts if they'll drop out, one recommends what to study next.
PythonIsolation ForestRandom Forest
Syncora: Collaborative Study Rooms
Shared study rooms where everyone sees the same state. Built so the session never splits - the server owns the truth, not the browser.
Next.jsWebSocketsPostgreSQL
Achievements
Proof of work.
Now
What I am building this week.
Research
Multimodal sentiment analysis: novel fusion architecture combining visual and textual modalities to improve prediction on ambiguous inputs where unimodal models consistently disagree. Under research collaboration. Public writeup planned once results clear peer review.
Shipping
Building a personal XAI project: a tool that explains its own reasoning as it goes, not after the fact. Separately, the Trurism , cutting irrelevant recommendations before they reach the engine.
Reading
"REALM: Retrieval-Augmented Language Model Pre-Training" (Guu et al., 2020). Thinking through how retrieval-augmented inference applies to domain-specific explainability and whether retrieved examples can ground counterfactual generation in XAI systems.
Education
Where the foundations were built.
ABES Engineering College, Ghaziabad
B.Tech in Computer Science2023 - Expected 2027CGPA 8.48 / 10
Coursework
Data Structures & AlgorithmsOOP & Design PatternsDatabase SystemsComputer Networks+2 more
Click for details →
Indian Institute of Technology, Madras (Online)
BS in Data Science and Applications2024 - Expected 2028
Coursework
Statistics for Data ScienceMachine Learning FoundationsDeep LearningBusiness Data Management+2 more
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Positions of Responsibility