"The best way to predict the future is to invent it."
— Alan Kay
Intelligent Solutions
AI & Machine Learning Services
LLM fine-tuning, custom agents, RAG systems, and production ML deployment. Practical work, shipped to global clients from Udaipur.
12+ Years Experience
Global Clients
4.9 Rating
model.train(data)
accuracy: 98.5%
processing...
AI & Machine Learning Services
What I do under this umbrella
LLM Fine-tuning & Training
Custom fine-tuning of GPT, LLaMA, Mistral models for your specific domain
Generative AI Solutions
Text generation, image synthesis, code generation, and creative AI applications
Self-Hosted LLM Deployment
Deploy open-source LLMs on your infrastructure with privacy and control
Custom AI Agents
Autonomous agents with tool use, memory, and complex reasoning capabilities
RAG & Vector Databases
Retrieval-augmented generation with Pinecone, Weaviate, ChromaDB
AI/ML Model Deployment
Production deployment with monitoring, A/B testing, and scaling
Computer Vision & NLP
Image recognition, object detection, sentiment analysis, entity extraction
AI API Development
RESTful APIs for AI models with rate limiting, caching, and security
How I Work
Five steps, refined over a decade of shipping software.
1
AI Strategy Consultation
I analyze your business needs and identify high-impact AI opportunities
2
Proof of Concept
I build a working prototype to validate the AI solution fits your needs
3
Model Development
I train, fine-tune, and optimize models using your data and requirements
4
Production Deployment
I deploy with monitoring, scaling, and continuous improvement systems
Technologies & Tools
What I actually work with
OpenAI Models
Claude Models
Gemini
LLaMA
Mistral
Mixtral
LangChain
LlamaIndex
Hugging Face
Transformers
PEFT
LoRA
PyTorch
TensorFlow
JAX
ONNX
TensorRT
Triton
Pinecone
Weaviate
ChromaDB
Qdrant
Milvus
FAISS
MLflow
Weights & Biases
Neptune
Comet
DVC
Kubeflow
FastAPI
Ray Serve
BentoML
Seldon Core
KServe
Vertex AI
CUDA
AWS SageMaker
Azure ML
Google Cloud AI
Databricks
Streamlit
Gradio
Chainlit
AutoGen
CrewAI
LangGraph
Recent Work
Projects worth a closer look: the problem, what I built, and what changed.
Customer Support AI Agent
USABuilt intelligent support agent with knowledge base integration and multi-turn conversations
SaaS Platform
70% ticket reduction
OpenAI ModelsLangChainPineconeFastAPIRAG
Document Intelligence System
IndiaAutomated legal document analysis with entity extraction and intelligent search
Legal Tech Company
Processing 10K+ documents/day
Claude ModelsChromaDBOCRNERClassification
Manufacturing Quality Control
GermanyReal-time quality inspection system using custom trained vision models
Manufacturing Firm
95% defect detection accuracy
Computer VisionYOLOv8PyTorchEdge Deployment
Financial Forecasting Model
SingaporeAdvanced forecasting models for market prediction and risk assessment
Investment Platform
25% better predictions
Time SeriesLSTMProphetMLflowAWS SageMaker
Client Testimonials
What our clients say about working with us
"Lokesh helped us implement a custom LLM solution that reduced our customer support response time by 60%. He really knows his way around fine-tuning and RAG systems."
CTO
Enterprise Software Company at
USA
Industries I Serve
I work with businesses across diverse sectors, bringing specialized expertise to each industry
Enterprise & Mining
Data visualization, dashboards, and enterprise portals for large organizations
E-commerce & Retail
Online stores, marketplaces, and inventory management systems
Technology & SaaS
Web applications, APIs, and software platforms
Healthcare & Beauty
HIPAA-compliant systems and wellness platforms
Education & Training
E-learning platforms and educational tools
Services & Logistics
Booking systems and operational software
Additional clients across various industries under NDA
Open Source Contributions
Stuff I've open-sourced.
Certifications & Credentials
Recognized expertise in AI & Machine Learning
Deep Learning Specialization
Coursera
2020
Machine Learning Engineer
Self-Taught
2016-Present
LLM Development
Hands-on Experience
2020-Present
Cloud AI Platforms
AWS, GCP, Azure
2019-Present
Awards & Recognition
Industry recognition for excellence in AI & Machine Learning
Since 2016
AI/ML Self-Taught Expert
8+ Years Experience
Deep expertise in machine learning and AI
2020-2026
Open Source Contributor
GitHub Projects
Active contributor to AI/ML open source
2016-2026
75+ AI Projects
Portfolio Achievement
Successfully delivered AI solutions
2020-Present
LLM Specialist
Since OpenAI Launch
Early adopter and expert in LLMs
2014
B.Tech Degree
Pacific Institute of Technology
Electronics & Communication Engineering
2016-2026
Global Client Base
15+ Countries
Serving clients worldwide from Udaipur
Where I'm spending my AI time in 2026
Three things that have actually changed how I scope projects this year.
Multimodal models
Models that handle text, image, audio, and video in one pipeline. Used these for support triage and product-photo QA recently.
- • Vision + language together
- • OCR pipelines that don't fall over on real receipts
- • Audio transcription with speaker diarization
Small models, on-device
Distilled or quantized models running close to the data. Cheaper per call than cloud LLMs once you're past a few thousand requests/day, and they keep PII off the network.
- • Quantized Llama / Phi / Mistral variants
- • Sub-100ms latency on commodity hardware
- • Pricing predictable per-device, not per-token
Reasoning + tool use
Models that plan steps and call your existing APIs. Better fit than fine-tuning for most workflows — your business logic stays in code, not in weights.
- • Tool-calling against your internal APIs
- • Step-by-step planning you can audit
- • Cheaper to maintain than a custom fine-tune
By the Numbers
Where things have landed for clients.
35+
AI Projects
25+
Production Deployments
30%
Avg. Improvement
5+
Years in AI/ML
Growth & Performance
Loading chart...
Expertise Areas
Loading chart...
Frequently Asked Questions
Things people usually ask before starting a AI & Machine Learning project.
Yes, I'm based in Udaipur, Rajasthan and provide AI/ML services to local businesses as well as clients globally. I work with companies across India, USA, UK, Singapore, and other countries to implement AI solutions.
I build various AI solutions including LLM applications (chatbots, content generation), computer vision systems, predictive analytics, recommendation engines, RAG systems, custom AI agents, and production ML pipelines. I specialize in both implementing existing models and training custom models.
Yes, I specialize in fine-tuning open-source LLMs like LLaMA, Mistral, and Falcon for domain-specific applications. I also work with OpenAI and Anthropic APIs for fine-tuning when appropriate. The process includes data preparation, training, evaluation, and deployment.
Absolutely! I help businesses deploy open-source LLMs and ML models on their own infrastructure for data privacy and control. This includes setting up inference servers, implementing security measures, and optimizing for performance and cost.
Related Services
Other work that often comes up alongside AI & Machine Learning.
Got a AI & Machine Learning project in mind?
Tell me what you're trying to build — scope, timeline, and budget if you have one — and I'll usually reply within a day.