Building ML systems that work beyond notebooks | B.Tech CSE (AI&ML) @ VIT Chennai '26
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
PIRS
March 13, 2026 – Present
9-layer ML pipeline that prevents insider threats 7 days before escalation. Validated on CERT r6.2 (4,000 users, ROC-AUC 0.8973) and LANL (12,416 users). Live demo available.
View ProjectStoryWeaver
November 13, 2025 – November 15, 2025
AI-powered speech therapy platform using Whisper and Gemini for children (ages 4-6). Interactive storytelling for pronunciation practice with real-time feedback.
View ProjectFreshStock-AI---Smart-Inventory-Management-System
July 19, 2025 – September 25, 2025
AI-powered inventory optimization system designed specifically for small grocery stores and local food retailers.
View ProjectEnglish-Improvement-Coach-for-Indian-Accented-Tones
June 23, 2025 – Present
AI-based real-time English coaching tool for Indian-accented tones using Whisper, GPT-3.5, and Google TTS. Voice-to-voice improvement pipeline for grammar and pronunciation.
View ProjectDiverse-Counterfactual-Explanations-DICE
June 23, 2025 – June 24, 2025
Explaining ML predictions using diverse counterfactuals generated with DiCE
View ProjectLicense-Plate-Recognition-AWS
June 23, 2025 – June 23, 2025
AWS Serverless App for license plate detection using Rekognition, S3, Lambda, and DynamoDB
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards innovative AI/ML solutions, particularly in areas like speech processing and security. The diversity of personal projects suggests a self-starter mentality and a passion for applying technology to real-world problems. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a proactive approach to problem-solving and a focus on practical applications of AI.