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About Me

Crafting Intelligent Systems

I'm a Generative AI & MLOps Engineer building production-grade agentic AI platforms — from multi-agent systems to hybrid RAG architectures across a broad technical stack.

Currently at Combat Solution AI, architecting autonomous agents and search systems that replace legacy infrastructure with intelligent automation.

Beyond the immediate stack, I care about shipping systems that are observable and cost-aware in production — not just impressive in a demo. That means latency budgets, fallback logic, and the small reliability details that make an AI feature trustworthy at scale.

Agentic AI
Hybrid RAG
AWS · Azure · GCP
MLOps
Pune, Maharashtra, India

Education

B.Tech Information Technology

D. Y. Patil School of Engineering

CGPA: 8.562022 – 2025

Diploma Computer Engineering

Samarth Rural Educational Institute

83.43%2019 – 2022

Currently

Generative AI Developer

Combat Solution AI · Since Sep 2025

View full work experience →

Career

Work Experience

Generative AI Developer

Combat Solution AI

  • Multi-agent systems with LangChain, LangGraph & custom MCP architecture
  • AI-powered APIs with FastAPI, Twilio & HeyGen avatars
  • High-throughput OCR pipeline on Celery, Redis & Docker
  • Hybrid RAG with FAISS, Pinecone, Qdrant & Neo4j
  • AI search re-ranking that boosted retrieval accuracy
  • Production ML on Kubernetes with Prometheus/Grafana
LangChainLangGraphFastAPIRAGKubernetesDockerNeo4jElasticsearch

Data Analyst

Altair (Remote)

  • ML models (Random Forest, XGBoost) tracked with MLflow & DVC
  • Interactive dashboards with Matplotlib & Plotly
  • Automated preprocessing pipelines with Pandas/NumPy
scikit-learnXGBoostMLflowDVCPandasPlotly

Portfolio

Projects

Check out some of my AI projects, engineered for production and built to solve real-world problems.

Bot Builder

Drag-and-drop platform for designing and deploying production AI agents — no code required.

Built as a modular platform where users compose agent workflows visually — each node representing a tool, prompt, or decision branch — then deploy directly to production with built-in observability. The MCP-based tool layer lets agents call external systems safely, while HeyGen avatars and Twilio voice/WhatsApp integrations bring the agents into real customer conversations. Prometheus and Grafana track agent health and latency in production.

LangGraphReact FlowMCPQdrantTwilioHeyGenPrometheus

Have a project in mind?

AI agent, RAG pipeline, or full MLOps setup — let's talk.

Let's Talk

Technical Expertise

Technical Arsenal

Technologies I build production AI systems with — from LLM orchestration to cloud-scale deployment. See them applied in real projects.

AI & Generative AI

Building intelligent systems using LLMs, RAG, Agents and Production AI.

15

Technologies

Expert

Level

LangChainLangGraphOpenAIRAGMulti-Agent SystemsAgentic AIMCPPrompt EngineeringTool CallingHITL WorkflowsMultimodal RAGFine-TuningRLHFLoRAPEFT

Cloud & Deployment

Shipping and scaling AI workloads across AWS, Azure, and GCP with containers.

6

Technologies

Advanced

Level

AWS (EC2, EKS, ECS, S3, Lambda)Azure (ML Studio, AI Foundry)GCP (Document AI)DockerKubernetesA/B Testing

MLOps & DevOps

Automating the model lifecycle — tracking, CI/CD, and drift monitoring.

9

Technologies

Proficient

Level

MLflowDVCGitHub ActionsCI/CDPrometheusGrafanaCeleryAlembicPSI Drift Detection

Frameworks & APIs

High-performance backends and integrations connecting AI to real products.

8

Technologies

Advanced

Level

FastAPIFlaskStreamlitREST APIsTwilioHeyGenHubSpotPipedrive

Databases & Search

Vector, graph, and relational stores powering fast, relevant retrieval.

10

Technologies

Advanced

Level

PostgreSQLMySQLMongoDBRedisElasticsearchQdrantFAISSPineconeChroma DBNeo4j

Security & Tools

Authentication, access control, and the everyday tooling behind every system.

7

Technologies

Proficient

Level

OAuth 2.0JWTSAMLParamikoGitPostmanJupyter

OCR & Doc Processing

Extracting structured data from unstructured, multilingual documents.

5

Technologies

Proficient

Level

Google Document AIEasyOCRTesseractPaddleOCRUnstructured.io

ML & Deep Learning

Training and fine-tuning models for classification, embeddings, and inference.

12

Technologies

Advanced

Level

Scikit-learnTensorFlowPyTorchKerasXGBoostTransformersSentence-TransformersspaCyNLTKOpenCVHugging FaceNLP

Credentials

Certifications

Professional certifications in Data Analytics, Machine Learning, and MLOps — backed by hands-on production experience across these technologies.

Credential issued by Google.

Google Data & Advanced Analytics certificate issued by Google

Writing

Blogs

I write about AI, deep learning, and emerging tech on Medium — breaking down complex topics into digestible reads.

Mar 31, 2025|6 min read

Vibe Coding vs AI-Assisted Coding: The Future of Development

Coding has come a long way since the days of raw machine code writing. From high-level programming languages, the process of how developers write code continues to evolve.

AIDevelopment
Jan 25, 2025|8 min read

A Timeline of CNN Architectures: How CNNs Have Transformed Image Recognition

Convolutional Neural Networks have played a tremendous role in changing computer vision with improvement of the image recognition landscape.

Deep LearningComputer Vision
Jan 24, 2025|5 min read

Apple Homekit with ESP32: Control Your Home Devices Wirelessly

Creating a smart home automation system using the ESP32 microcontroller and Apple's HomeKit framework for wireless device control.

IoTESP32
Jan 24, 2025|7 min read

LeNet: The CNN That Started It All

Neural networks have been revolutionizing computer vision. Computers can now quickly identify objects, handwritten text, and faces — it all started with LeNet.

Deep LearningCNN
Jan 7, 2025|5 min read

India Leads the Way: How ChatGPT is Revolutionizing the Nation!

India's rise to the top in ChatGPT usage is a result of its strong tech ecosystem, vast digital reach, government support, and a thriving startup culture.

AIChatGPT
Jan 1, 2025|6 min read

Foundation Models Beyond Language: Transforming the AI Landscape

Foundation models, making up the backbone of modern AI technology, were initially born out of NLP but soon branched into vision, robotics, and more.

AIFoundation Models
Jul 23, 2024|6 min read

AI-Based Attendance Using OpenCV and Tkinter

Maintaining accurate attendance records is a critical yet often tedious task. This project automates it using face recognition with OpenCV and Tkinter.

Computer VisionOpenCV

Read more on Medium

Follow me for more articles on AI, machine learning, and tech insights.

Follow on Medium

Services

Freelance & Consulting

I turn AI ideas into production systems — from architecture to deployment.

Agentic AI Solutions

Multi-agent systems for autonomous task planning and tool orchestration.

LangGraphMCPMulti-AgentTool Calling

RAG & Search Systems

Vector + graph search that replaces legacy keyword search with AI-powered retrieval.

RAGElasticsearchNeo4jPinecone

AI-Powered APIs & Apps

Production AI backends integrating LLMs, OCR pipelines, and Twilio voice/WhatsApp.

FastAPILLM IntegrationTwilioREST APIs

MLOps & Deployment

Containerized ML pipelines with drift detection, CI/CD & live monitoring.

DockerKubernetesMLflowCI/CD

Website Development

Modern, fast websites and web apps built with Next.js — from landing pages to full product dashboards.

Next.jsReactTailwind CSSSEO

AI Chatbots & Assistants

Conversational AI assistants for support, sales, and WhatsApp — the most requested AI integration for businesses today.

Conversational AIWhatsAppTwilioHeyGen Avatars

How I Work

  1. Discovery

    Understand your problem, data, and business goals

  2. Architecture

    Design the right AI system architecture

  3. Build & Iterate

    Develop, test, and refine the solution

  4. Deploy & Support

    Production deployment with monitoring

Explore my project work or get in touch to start yours.

FAQ

Frequently Asked Questions

Common questions about my work as a Generative AI Developer — skills, availability, and the kind of systems I build.

Get in Touch

Let's Work Together

Open to exciting opportunities in Generative AI, Agentic AI, and building intelligent production systems. Let's discuss how I can help bring your AI vision to life.

atkarhitesh@gmail.com
+91 8317261096
Pune, Maharashtra, India
LinkedIn Profile
GitHub Profile

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