Investigation
Case Files
Tracing the timeline of events, projects, and milestones. Follow the thread.
2026
July 2026 // CASE: PROJECT
D.E.E.P - Completed
Cloud-native evolution of HARBOR - fully serverless, multi-cloud eDNA taxonomy inference platform with Hugging Face, AWS Lambda, SQS, and Cloudflare.
July 2026 // CASE: PROJECT
APE - Completed
Research-driven adaptive recommendation engine for personalized education using psychometric modeling, educational ontologies, and explainable Bayesian updating.
July 2026 // CASE: PROJECT
AeroWeight - Completed
Intelligent orchestration engine routing computational workloads across multiple cloud providers by modeling data gravity with predictive analytics and reinforcement learning.
July 2026 // CASE: PROJECT
S.C.A.L.E - Completed
Integrated computational policy-analysis framework studying long-term consequences of engineering education expansion in India. Combines System Dynamics, Structural Causal Models, and Agent-Based Modeling. Published in IEEE Access.
July 2026 // CASE: PUBLICATION
IEEE Access Publication
Unbalanced Expansion of Engineering Education in India: A Data-Driven Policy Analysis

June 2026 // CASE: PROJECT
PROMETHEUS - Completed
Customer Futures Intelligence Platform creating continuously evolving AI Digital Twins for every customer. Transforms CRM from historical records into predictive intelligence with Monte Carlo campaign simulation.
May 2026 // CASE: PATENT
O.R.I.O.N - Patent Published
Integrated AI-driven inventory management and demand forecasting platform creating a closed-loop intelligence network between household consumption and retail stock management.
May 2026 // CASE: PATENT
Adaptive Presentation System - Patent Published
Patented system for context-aware adaptive presentation automation incorporating semantic navigation and dynamic question/text annotation. Enables presentations to intelligently adapt based on real-time semantic understanding.
May 2026 // CASE: PROJECT
PresntAI - Completed
On-premises, end-to-end meeting intelligence platform converting raw recordings into speaker-attributed, context-aware documentation. Handles transcription, diarization, speaker identification, and AI-driven analysis.
May 2026 // CASE: EXPERIENCE
IIFL Samasta Finance Ltd. - Internship Completed
Delivered 3 production-grade systems as sole contributor across full-stack, ML, and API infrastructure domains.

April 2026 // CASE: PROJECT
Lifestyle Index - Completed
FastAPI B2B gateway exposing proprietary risk scores to external partner companies with API key authentication, background scoring jobs, rate limiting, analytics, admin dashboards, and interactive UI/UX.
March 2026 // CASE: PATENT
G.E.N.E.S.I.S - Patent Published
Rule-aware generative system that automates urban layout planning from scratch. Converts site boundaries into code-compliant city layouts with road networks, blocks, and subdivided plots. Enforces Indian NBC regulations inside the generation loop.
March 2026 // CASE: PROJECT
VerifAI - Completed
High-assurance KYC document verification platform built to automate authenticity checks on uploaded identity documents. Engineered around one hard principle: false positives are unacceptable.
February 2026 // CASE: PROJECT
H.A.R.B.O.R - Completed
Open-set eDNA taxonomy inference system built for large-scale biodiversity recognition from environmental DNA sequences. Combines fast deterministic similarity checks, deep CNN-based sequence embeddings, and statistical novelty detection.
February 2026 // CASE: PROJECT
I.H.O.R.M.S - Completed
Multi-tenant, role-based hospital operations platform unifying clinical workflows, resource tracking, billing, insurance, pharmacy, and audit compliance across multiple organizations and branches.
2025
November 2025 // CASE: EXPERIENCE
IIFL Samasta Finance Ltd. - Software Intern - Strategy Team
Started as a Software Intern - Strategy Team at IIFL Samasta Finance Ltd..

October 2025 // CASE: PATENT
V.E.C.T.O.R - Patent Published
Real-time fraud detection engine that personalizes anomaly detection to each user's behavior profile. Continuously learns individual behavior, clusters users into behavioral personas, assigns persona-specific anomaly models, and produces fraud risk s...

August 2025 // CASE: PROJECT
I.Q.R.S - Completed
End-to-end RAG platform converting unstructured PDF documents into a searchable intelligence layer with fact-grounded, evidence-traceable answers.
July 2025 // CASE: PROJECT
W.A.N.T.E.D - Completed
Cloud-native crime evolution analysis system using AI, geospatial tools, and real-time data pipelines. Introduces 'Crime Genome' - vectorized crime profile modeling.
April 2025 // CASE: PROJECT
AgeOfEmpire - Completed
Research-grade benchmarking framework evaluating 35+ pathfinding algorithms across game-realistic environments, paired with an RTS game validating top algorithms in live gameplay.
January 2025 // CASE: PROJECT
Gesture-Controlled Smart Home - Completed
Real-time gesture recognition system using computer vision to control Arduino-based home automation hardware via webcam and serial communication.
2024
December 2024 // CASE: PROJECT
Hospital Management System - Completed
Terminal-based hospital management system in C with synthetic data generator for scale testing. Full simulation ecosystem, not a simple CRUD application.
October 2024 // CASE: MILESTONE
First Hackathon
Participated in and won my very first hackathon.

August 2024 // CASE: MILESTONE
Admitted to RVCE
Secured admission to RV College of Engineering (RVCE), a major achievement in my academic journey.

May 2024 // CASE: MILESTONE
Graduated from SJP
Graduated from Sri Jayachamarajendra Polytechnic (farewell on May 7th).

April 2024 // CASE: EXPERIENCE
Glob Tech Fortune Industries - Internship Completed
During my internship at Globe Tech Fortune Industries, I was deeply involved in quality control, meticulously inspecting products, generating reports, and addressing defects. I also developed technical expertise in manufacturing processes and laser e...

January 2024 // CASE: EXPERIENCE
Glob Tech Fortune Industries - Quality Control Intern
Started as a Quality Control Intern at Glob Tech Fortune Industries.
2023
December 2023 // CASE: MILESTONE
Declined Funding Round
Was offered a funding round to launch a 3D printing farm but chose not to move forward with the venture.
December 2023 // CASE: MILESTONE
Secured 3D Printers
Successfully secured full funding for 2 FDM 3D printers for the lab.

November 2023 // CASE: MILESTONE
First Public Speech
Gave my first public speech to teachers, investors, and students about our student-funded 3D printing lab.
July 2023 // CASE: MILESTONE
First Independent Fest
Hosted my first independent fest (June - July 2023) featuring cricket, chess, carrom, and badminton tournaments. Concluded with a grand finale and award ceremony to facilitate winners and recognize academic excellence.

2022
July 2022 // CASE: MILESTONE
Best CR & 3rd Highest Scorer
Awarded Best Class Representative and achieved the 3rd highest score in the department.

2021
October 2021 // CASE: MILESTONE
Became Class Representative
Selected as the Class Representative (CR) for my department.
June 2021 // CASE: MILESTONE
Passed 10th & Joined SJP
Passed 10th grade and joined Sri Jayachamarajendra (Govt) Polytechnic (SJP).
