Business Operations
Designing and optimizing organizational workflows, cross-team execution, and process governance for predictable delivery.
EXPERTISE DETAILS
Complete Technical Expertise
This page covers my complete expertise across AI engineering, LLM research and deployment, conversational and voice AI, computer vision, 3D imaging, predictive analytics, generative systems, and production AI infrastructure. It also includes my business and management strengths as a Co-founder and Business Officer, including leadership, operations, internal and external affairs, sales growth, innovation strategy, and future-readiness planning for organizational resilience.
Explore Research and ContributionBUSINESS & MANAGEMENT
Co-founder and Business Officer Expertise
As a Co-founder and Business Officer, I have gained strong exposure across organizational business strategy, operations, and both internal and external affairs while driving sustainable growth.
Internal & External Affairs
Managing stakeholder communication across teams, clients, and partners while maintaining alignment with business priorities.
Leadership & Management
Leading technical and business teams, prioritizing initiatives, and building high-accountability execution culture.
Sales and Growth
Driving incoming business through strategic positioning, solution-led selling, and stronger conversion pipelines.
Innovation Strategy
Shaping future-ready product directions including advanced robotics, IoT, and AI-based autonomous drone initiatives.
Future-Readiness Planning
Evaluating industry shifts and guiding long-term organizational strategy to keep the company resilient and competitive.
EXPERTISE
AI Engineering Depth Across Research, Training, and Production
Artificial Intelligence End-to-End Systems
I build full AI systems across almost every major AI domain, from research and model development to production deployment and continuous optimization.
LLM Training, Architecture, and Scalable Deployment
I train and adapt LLMs for specialized tasks, modify model architectures, and deploy models on scalable infrastructure from 1B to 100B+ parameters.
MODELS
LlamaMistralMixtralQwenGPTMiniMaxDeepSeekGemmaPhiClaudeGeminiBGERoBERTa
FRAMEWORKS / TOOLS
LoRAGGUFUnslothllama.cppHuggingFace TransformersHuggingFace DatasetsSentence-TransformersPyTorchKV Cache OptimizationQuantization
Voice-to-Voice Conversational AI Pipelines
I build real-time conversational AI systems that support human-like dialogue for assistants, interview workflows, and action-based experiences with custom socket environments.
MODELS
FastPitchHiFi-GANKokoroXTTSParakeetWhisperNeMo ASRpyannote diarizationwav2vec
FRAMEWORKS / TOOLS
PyTorchHuggingFaceLiveKitSocket.IO
Phone-Call Conversational AI Agents
I develop AI call agents that can answer and place calls, handle tasks such as order taking and loan collection, and integrate actions with business systems.
MODELS
FastPitchHiFi-GANKokoroXTTSParakeetWhisperNeMo ASRpyannote diarizationwav2vec
FRAMEWORKS / TOOLS
PyTorchHuggingFaceLiveKitTwilioSocket.IO
Custom TTS/STT Model Training
I train open-source speech models on internally prepared datasets to make voices more natural, engaging, and production-ready.
MODELS
FastPitchHiFi-GANWhisperwav2vec
FRAMEWORKS / TOOLS
PyTorchHuggingFace
AI Agents, Knowledge Systems, and Workflow Builders
I design AI agents for R&D, CRM enrichment, SQL analytics, browser task automation, and meeting intelligence with custom pipelines and enterprise-grade workflows.
MODELS
Llama FamilyMistral FamilyQwen FamilyGPT FamilyClaudeGeminiEmbedding Models
FRAMEWORKS / TOOLS
PythonLangChainCustom Agent ArchitecturesVector Databases
Vision-Language Models for Media Intelligence
I build VLM systems that analyze videos and images, create media-driven knowledge bases, and enable conversational querying over visual data.
MODELS
Qwen VLMLlama VLMOpenAI GPT Vision
FRAMEWORKS / TOOLS
HuggingFace Transformers
Synthetic Video Generation Systems
I build custom pipelines that combine lip-syncing, TTS, enhancement, and generation models to produce high-quality synthetic videos from short user inputs.
MODELS
LipGANWav2Lip/LipSyncRuDALL-EReal-ESRGANStable Video DiffusionHunyuan
FRAMEWORKS / TOOLS
PyTorchHuggingFace
Computer Vision Across Edge and Mobile
I train and deploy CV models for detection, localization, segmentation, classification, and keypoint tasks, including on-device Android/iOS and edge deployments.
MODELS
YOLOMoveNetCenterNetSAMDINOResNetMobileNetDetectronEfficientNetEfficientDetOWL-ViTViTSwinBEiTMediaPipeBlazePoseHRNetDeepLabU-NetSegFormer
FRAMEWORKS / TOOLS
TensorFlowTensorFlow LiteCoreMLHuggingFace TransformersUltralyticsMMSegmentationDetectronPyTorch
3D Imaging, Point-Cloud Mapping, and Sensor Fusion
I build 3D imaging systems combining RGB and depth sensors, map 2D model outputs back to real-world coordinates, and derive precise action insights in physical environments.
MODELS
PointNet
FRAMEWORKS / TOOLS
Open3DAutoCADTrueDepth CameraTensorFlow
3D + Tabular Ensemble Prediction Systems
I build advanced cost and attribute prediction systems that combine 3D geometry and structured features, then ensemble multiple models for higher accuracy.
MODELS
PointNetXGBoostAdaBoostLinear Regressor
FRAMEWORKS / TOOLS
Open3DAutoCADScikit-LearnTensorFlow
Predictive Analytics at Massive Time-Series Scale
I design forecasting and anomaly systems across millions of records per hour, including custom anomaly detection, causality analysis, KPI scoring, and ensemble forecasting.
MODELS
Random ForestMoving Average Z-ScoreGranger CausalityProphetXGBoostLinear RegressorARIMALSTM
FRAMEWORKS / TOOLS
ProphetScikit-LearnTensorFlow
3D Scene Reconstruction and Photogrammetry
I build 3D reconstruction pipelines from image/video captures for artifact scanning and site reconstruction using NeRF and Gaussian splatting techniques.
MODELS
3D Gaussian SplattingNeRFNerfactoNeRF2MeshInstant-NGPCOLMAP
FRAMEWORKS / TOOLS
TensorFlowPyTorch
AI Ops, DevOps, and Scalable AI Infrastructure
I lead AI infrastructure design for scalable, optimized deployments with GPU workloads, serverless inference, CI/CD, and production-grade reliability.
FRAMEWORKS / TOOLS
GitHub ActionsKubernetesDockerPower AutomateCopilot StudioServerless Socket Architectures
CLOUDS
AWSAzureGCPRunpodDigitalOcean
Image/Video Generation and OCR/Document Intelligence
I work on generative media systems and document intelligence pipelines for extraction, understanding, and automation over visual and textual content.
MODELS
Stable DiffusionFLUXDALL-ELayoutLMTesseractTextRactGoogle Vision OCR
FRAMEWORKS / TOOLS
HuggingFace DiffusersPyTorchAWS APIsGoogle Vision APIs
LANGUAGES & FRAMEWORKS
Languages and Libraries I Have Worked With
Programming Languages
PythonJavaScriptHTML/CSSSwift
Core Frameworks and Libraries
TensorFlowPyTorchHuggingFaceTransformersDatasetsDiffusersScikit-LearnKerasFlaskFastAPINumPyPandasMatplotlibSciPyProphetXGBoostAdaBoostOpenCVTensorFlow LiteUnslothllama.cppOpen3D