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Naveen Sreekanth · AI & Data Science
Open to opportunities

NAVEEN

SREEKANTH

Welcome to my portfolio. I'm on a journey to become a tech geek — curious, enthusiastic, and always eager to learn beyond and go further.

01

PROJECTS

A selection of things I've built — hover over cards with video tags for live video previews.

AI Video Demo

SUIGEN — AI-Based Suspect Image Generator

Multimodal AI pipeline that reconstructs facial images from structured witness descriptions using diffusion-based image generation. Engineered prompt templates and facial attribute mapping logic for photorealistic reconstruction accuracy. Integrated Stable Diffusion APIs and image refinement workflows for iterative facial synthesis. 🥉 3rd Place · Aarohan 2.0 Intercollege Project Exhibition.

PythonStable DiffusionGenerative AIDiffusersPrompt Engineering
AI Video Demo

Sentinel Trace — AI Agent Observability & Security

Real-time runtime security layer for AI agents that catches what traditional APM misses. Implements policy-based risk scoring, prompt injection detection, and privilege escalation blocking — before the action executes. Built for the 'Agents of SigNoz' Hackathon (WeMakeDevs, Track 01 – AI & Agent Observability). Risk score formula: 0.40×injection + 0.35×privilege_mismatch + 0.25×severity + 0.10×retry. Full MLOps observability via SigNoz dashboards, alerts, and MCP investigation server.

PythonStrands SDKOpenTelemetry+4
Research

SATURN — Sentiment Analysis Tool for User Reviews

Comparative sentiment analysis research using VADER Lexicon, BERT, and RoBERTa models for evaluating contextual understanding and classification accuracy on user-generated review datasets. Analysed contextual interpretation, semantic representation, and classification robustness across lexicon-based and transformer-based NLP approaches. ✅ Accepted · Springer ICAIH 2025.

PythonNLPBERT+4
Research

SyBAD — Sycophancy & Bias Amplification Dynamics

Research framework to analyse bias amplification and sycophantic behaviour during LLM fine-tuning. Automated evaluation pipelines using CrowS-Pairs, StereoSet, BBQ, and custom sycophancy benchmarks. Longitudinal analysis across training checkpoints using LoRA on TinyLlama.

PythonHugging FaceLoRA+3
AI

SYNESTHESIA — AI Audio-to-3D Art Engine

AI-powered audio-to-3D generative art engine with real-time shader-driven reactivity and semantic mood-based texture generation. Deployed on Kubernetes with full MLOps observability pipeline.

PythonGenerative AI3D Shaders+3
AI

DRAG — RAG Document Assistant

Retrieval-Augmented Generation system enabling contextual question answering over uploaded PDFs using semantic search. Features interactive UI for real-time document querying and conversational knowledge extraction.

LangChainHugging FaceFastAPIStreamlitRAG
Data Science

Financial Transaction Risk & Fraud Analysis

End-to-end financial fraud dashboard using a stratified sample of the PaySim dataset. Feature engineering in Power Query (cyclical time mapping, ledger discrepancy logic), optimised Star Schema model, and DAX measures to isolate high-risk behavioural anomalies.

Power BIDAXPower Query+2
Data Science

Supply Chain Inventory & Forecast Analytics

Interactive Power BI dashboards monitoring SKU performance, forecast accuracy, and warehouse-level stockout risks. DAX-based KPI systems for demand forecasting and inventory trend analysis.

Power BIDAXExcelData Analytics
IoT

IoT Based Line Following Robot

Hardware-software integrated line following robot using IoT sensors and embedded control logic. Designed for autonomous navigation along predefined paths using IR sensor arrays and microcontroller programming.

IoTEmbedded CArduino+2
Web Development

NIT — Personal GitHub Portfolio

Personal GitHub presence housing open-source contributions, experiments, and project showcases spanning AI, data science, and automation.

GitHubOpen SourcePython+1
Mobile

NavOS — Lifestyle Cadence Tracker

Personal mobile application for lifestyle, cadence, and improvement tracking. Helps maintain discipline across fitness, learning, and productivity goals with habit streaks and progress visualisations.

MobileReact NativeLifestyle+1
Curious by nature,
building what matters.

Artificial Intelligence and Data Science engineer. Currently looking for opportunities where I can make an impact.

Get in touch →
03

SKILLS&TECH

A continuous stream of technologies, frameworks, and tools I engineer with. Hover to pause and inspect.

⚡
PythonLanguages
⚡
SQLLanguages
🧠
ClassificationAI & Machine Learning
🧠
Scikit-learnAI & Machine Learning
✨
LLMsGenerative AI
✨
Hugging FaceGenerative AI
✨
Prompt EngineeringGenerative AI
📊
Power BIData & Analytics
📊
PandasData & Analytics
📊
MySQLData & Analytics
📊
ExcelData & Analytics
🛠️
SeleniumTools & Technologies
🛠️
FastAPITools & Technologies
🛠️
LangChainTools & Technologies
🔐
Risk AssessmentCybersecurity & GRC
🔐
NetworkingCybersecurity & GRC
⚡
PythonLanguages
⚡
SQLLanguages
🧠
ClassificationAI & Machine Learning
🧠
Scikit-learnAI & Machine Learning
✨
LLMsGenerative AI
✨
Hugging FaceGenerative AI
✨
Prompt EngineeringGenerative AI
📊
Power BIData & Analytics
📊
PandasData & Analytics
📊
MySQLData & Analytics
📊
ExcelData & Analytics
🛠️
SeleniumTools & Technologies
🛠️
FastAPITools & Technologies
🛠️
LangChainTools & Technologies
🔐
Risk AssessmentCybersecurity & GRC
🔐
NetworkingCybersecurity & GRC
⚡
PythonLanguages
⚡
SQLLanguages
🧠
ClassificationAI & Machine Learning
🧠
Scikit-learnAI & Machine Learning
✨
LLMsGenerative AI
✨
Hugging FaceGenerative AI
✨
Prompt EngineeringGenerative AI
📊
Power BIData & Analytics
📊
PandasData & Analytics
📊
MySQLData & Analytics
📊
ExcelData & Analytics
🛠️
SeleniumTools & Technologies
🛠️
FastAPITools & Technologies
🛠️
LangChainTools & Technologies
🔐
Risk AssessmentCybersecurity & GRC
🔐
NetworkingCybersecurity & GRC
⚡
PythonLanguages
⚡
SQLLanguages
🧠
ClassificationAI & Machine Learning
🧠
Scikit-learnAI & Machine Learning
✨
LLMsGenerative AI
✨
Hugging FaceGenerative AI
✨
Prompt EngineeringGenerative AI
📊
Power BIData & Analytics
📊
PandasData & Analytics
📊
MySQLData & Analytics
📊
ExcelData & Analytics
🛠️
SeleniumTools & Technologies
🛠️
FastAPITools & Technologies
🛠️
LangChainTools & Technologies
🔐
Risk AssessmentCybersecurity & GRC
🔐
NetworkingCybersecurity & GRC
⚡
JavaLanguages
🧠
NLPAI & Machine Learning
🧠
ClusteringAI & Machine Learning
🧠
TensorFlowAI & Machine Learning
✨
Stable DiffusionGenerative AI
✨
RAG FundamentalsGenerative AI
✨
LoRA Fine-tuningGenerative AI
📊
DAXData & Analytics
📊
MatplotlibData & Analytics
📊
MongoDBData & Analytics
🛠️
GitTools & Technologies
🛠️
StreamlitTools & Technologies
🛠️
REST APIsTools & Technologies
🔐
ISO 27001Cybersecurity & GRC
🔐
Compliance MappingCybersecurity & GRC
⚡
JavaLanguages
🧠
NLPAI & Machine Learning
🧠
ClusteringAI & Machine Learning
🧠
TensorFlowAI & Machine Learning
✨
Stable DiffusionGenerative AI
✨
RAG FundamentalsGenerative AI
✨
LoRA Fine-tuningGenerative AI
📊
DAXData & Analytics
📊
MatplotlibData & Analytics
📊
MongoDBData & Analytics
🛠️
GitTools & Technologies
🛠️
StreamlitTools & Technologies
🛠️
REST APIsTools & Technologies
🔐
ISO 27001Cybersecurity & GRC
🔐
Compliance MappingCybersecurity & GRC
⚡
JavaLanguages
🧠
NLPAI & Machine Learning
🧠
ClusteringAI & Machine Learning
🧠
TensorFlowAI & Machine Learning
✨
Stable DiffusionGenerative AI
✨
RAG FundamentalsGenerative AI
✨
LoRA Fine-tuningGenerative AI
📊
DAXData & Analytics
📊
MatplotlibData & Analytics
📊
MongoDBData & Analytics
🛠️
GitTools & Technologies
🛠️
StreamlitTools & Technologies
🛠️
REST APIsTools & Technologies
🔐
ISO 27001Cybersecurity & GRC
🔐
Compliance MappingCybersecurity & GRC
⚡
JavaLanguages
🧠
NLPAI & Machine Learning
🧠
ClusteringAI & Machine Learning
🧠
TensorFlowAI & Machine Learning
✨
Stable DiffusionGenerative AI
✨
RAG FundamentalsGenerative AI
✨
LoRA Fine-tuningGenerative AI
📊
DAXData & Analytics
📊
MatplotlibData & Analytics
📊
MongoDBData & Analytics
🛠️
GitTools & Technologies
🛠️
StreamlitTools & Technologies
🛠️
REST APIsTools & Technologies
🔐
ISO 27001Cybersecurity & GRC
🔐
Compliance MappingCybersecurity & GRC
04

EXPERIENCE

Roles, internships, and research positions.

AI Engineer Intern

Verilumen LabsJul 2026 – Present· 1 moRemoteInternship

Developing machine learning prototypes and generative AI models for semiconductor test data analysis, focusing on anomaly detection and predictive defect classification across wafer and ATE datasets.

PythonMachine LearningAnomaly DetectionScikit-learnPandasMBIST/LBISTATE

GRC / Cybersecurity Intern

CyRAACSFeb 2026 – Jul 2026· 5 mosBangalore, IndiaInternship

Assisted in governance, risk, and compliance (GRC) and cybersecurity activities aligned with ISO 27001, RBI DL and SEBI CSCRF regulatory frameworks for enterprise clients.

ISO 27001Risk AssessmentCompliance MappingGRCCybersecuritySEBI CSCRFRBI DL

Web Developer & Creative Editor

FreelanceJan 2024 – Present· 2 yr 7 moRemoteFreelance

Building modern responsive websites and web applications for clients, along with professional high-quality image post-processing and video editing / visual media production.

Web DevelopmentNext.jsReactUI/UXVideo EditingImage EditingPhotoshopPremiere Pro
05

RESEARCH

Published papers and ongoing research in AI and NLP.

06

EDUCATION

Academic background and institutions.

Bachelor's of Engineering

Artificial Intelligence and Data Science

BGS College of Engineering and Technology· Bangalore, India

Sep 2022 – Present

School

Science

Sri Chaitanya Techno School· Bangalore, India

Jun 2020 – May 2022
07

ACHIEVEMENTS

Awards, recognitions, and leadership activities.

Awards & Honors
🥉3rd Place

3rd Place — Aarohan 2.0

Intercollege Project Exhibition · SUIGEN

Awarded 3rd place at Aarohan 2.0 Intercollege Project Exhibition for the SUIGEN project — an AI-based suspect image generator using diffusion models.

2025

Leadership & Activities
🎭

Theater Club Head

BGSCET

Led the college theater club — participated in direction and screenplay, and contributed as a voice-over artist for acts.

2022 – Present

📣

PR & Promotions Head

Annual College Fest · BGSCET

Led promotion and PR initiatives for annual college fest activities, managing outreach and branding campaigns.

2023

🎉

Event Head — Samillana

Kannada Rajyotsava · BGSCET

Responsible for planning, coordination, and execution of cultural programmes for the Kannada Rajyotsava event at BGSCET.

2023

💪

Calisthenics Practitioner

Personal Discipline

Regular practitioner of calisthenics and strength training with a keen interest in bodyweight training and fitness.

Ongoing

Get In Touch

Say Hello,
Let’s Connect.

Whether you have an opportunity, an idea to discuss, or simply want to say hi — drop a quick note below and I’ll get right back to you!