I am a Senior AI Developer and Team Leader with 10+ years of experience, having launched over 100 AI-powered MVPs & APPs for various startups & Enterprises. I have a strong background in AI development, leadership, and consulting.
My expertise includes machine learning, deep learning, LLM (Chatbots), computer vision, and data science. I focus on building smart AI solutions that solve real-world problems, helping businesses turn ideas into successful products.
I have worked on AI projects in areas like:
⭕ Generative AI
⭕ Chatbot Development & Training (GPT4o, GPT4.5, DeepSeek, Grok, LIAMA3, Anthropic, LangChain, RAG, RL, Agents etc)
⭕ Object detection & Image segmentation (semantic and instance)
⭕ Speech-to-Text (STT), Text-to-Speech (TTS), and Voice Cloning (Whisper, Deepgram, Elevenlabs)
⭕ Key-point Detection & Image Classification
⭕ Face Verification and Person Re-identification
⭕ Object Tracking and Counting
⭕ Full-stack Development
⭕ Database Design and Optimization (SQL and NoSQL databases such as MySQL, PostgreSQL, and MongoDB)
⭕ Data Mining and Analysis
⭕ Time Series Forecasting , Text Mining and Classification
⭕ Model Quantization for deployment on CPU, GPU, and TPU devices
AI Agents & Automation:
✅AI agents expert with excellent grip over, CrewAI, crew ai, Autogen and customize AI agents development, AI Voice Agents using Air.ai, Bland AI, VAPI and platform like Botpress, automations using Make.com, Zapier and n8n for AI automations and more.
✅AI Agents development expert using n8n and make com
✅Super expereienced with MCP (Model Context Protocol) server development.
AI Models and Frameworks:
I have hands-on experience with the most advanced AI models and frameworks, including:
✅Object Detection and Segmentation: YOLOv5, YOLOv8, YOLOv9, YOLOv11, Segment Anything Model (SAM), SAMV2, Mask-RCNN, DeepLabV3, U-Net
✅ Image and Face Analysis: EfficientNet, FaceNet, ArcFace
✅ Tracking and Key-point Detection: DeepSort, ByteTrack, MediaPipe
✅ OCR: Tesseract, PaddleOCR
✅ Natural Language Processing and Multimodal Models: GPT-4, GPT-4o, SORA
Cloud Platforms and Deployment Expertise:
I have extensive experience deploying and scaling AI solutions using cloud platforms such as:
✅ Amazon Web Services (AWS): EC2, S3, Lambda, and SageMaker
✅ Microsoft Azure: Azure Machine Learning, Azure Functions, and Blob Storage
✅ Google Cloud Platform (GCP): AI Platform, and Cloud Storage
My programming expertise centers around Python, leveraging frameworks such as TensorFlow, PyTorch, Keras, OpenCV, NumPy, SciPy, Pandas, Scikit-learn, Flask.
As a senior AI developer and consultant with extensive experience in startups, I bring the ability to conceptualize, develop, test, and deploy state-of-the-art AI models tailored to specific business needs.
Why Choose Me?
✔️ Cutting-edge Expertise: I leverage the latest AI models and tools, prioritizing accuracy and processing speed.
✔️ Timely Delivery: I ensure that all projects are completed and delivered on time.
✔️ Strong Communication: I provide prompt responsiveness and transparency throughout the project.
✔️ Advanced Methodologies: My coding practices utilize the latest techniques for scalable and efficient solutions.
✔️ Rigorous Testing and Deployment: Each model undergoes thorough testing to ensure flawless deployment.
SQL
Python
Analytics
React
Machine Learning
Artificial Intelligence
API Development
.NET Framework
Java
Node.js
Software Development
Full-Stack Development
AI Agent Development
MERN Stack
AWS Development
Jagdishkumar T.
Chennai, India
$23/hr
4.6
11 jobs
✅ 100% Job Success Score
✅ 10+ Projects Completed Successfully
✅ High-Quality Work
✅ Cost-Efficient Services
✅ Fluent English
✅ 6+ Years Of Experience
Helping client to develop the emebedded and IoT based project based on various microcontroller families.
== What are the advantages of hiring me?
📌 Strong firmware development experience.
📌 Delivering quality results on/before time.
📌 Regular update for project progress with a detailed report.
📌 Fluent in English and quick response time.
📌 Very competitive hourly rate.
My core skills and experience in the field of Embedded and IoT system development are:
☑ Firmware Development:- Assembly, C, C++ and python base scripting.
☑ GUI Development:- Qt(Python), MFC(C++) (for Windows and Linux)
☑ Operating System : FreeRTOS
☑ Hardware Peripherals:- UART, USART, SPI, I2C, CANBus, DMA, Flash, SRAM
☑ Version Control Tools - Git (GitLab, GitHub, and BitBucket).
☑ Requirement Management tool :DOORS, Polarion
☑ Documentation: Markdown, Doxygen.
☑ Integrated Development Environment (IDE) : STM Workbench, MPLAB X, Eclipse
I have worked on following families of Microcontrollers from various manufacturers:
☑ Microchip:- PIC16, PIC32MX, PIC32MK, PIC32MZ.
☑ Atmel (now Microchip):- ATtiny, ATmega, ATSAM.
☑ ST Microelectronics:- STM32F0, STM32F1, STM32F4, STM32L, STM32H7
☑ Texas Instrument:- TM4C
I have experience on following wireless SoCs/SoMs:
☑ BLE - REYAX.
☑ WiFi - ESP8266, ESP32
🤝WHAT MY CLIENT SAY
"Awesome work-ethic, wonderful experience working with Jagdish!"
If you are really looking for the best quality firmware development then please send me your inquiry.
Best Regards
Jagdishkumar
Python
Microchip
Embedded C
Microsoft Visual Studio
C
PIC32
Firmware
FreeRTOS
STM32
ARM Cortex-M
ESP32
Internet of Things
Microcontroller Programming
Suresh G.
Chennai, India
$35/hr
4.4
7 jobs
4G/5G mobile-core and high-performance data-plane engineer with 20+ years building carrier-grade UPF, SMF, DPI, and eBPF/XDP packet processing for telecom operators, ISPs, MVNOs, and MNOs.
What Sets Me Apart
I deliver at team scale as a single engineer, using an AI-native, spec-driven development method backed by rigorous automated verification. You get fast, cost-effective delivery at carrier-grade quality.
Flagship: 4G/5G User Plane Function (UPF)
I engineered a carrier-grade 4G/5G UPF (~180K LOC):
• eBPF/XDP data path with lock-free fast paths, ~100x per-core throughput (~10 Gbps/core), scaling to millions of concurrent sessions
• DPI/SDF policy control with 400+ protocol classification, precedence-aware PDR management, and carrier-grade NAT
• single-flow lookup, control-plane scaling, 5G feature support
• built-in REST API and management GUI
It deploys as a 5G SA UPF and as a 4G EPC PGW-U (CUPS), including 5G NSA.
Alongside it I built a full verification toolchain, so delivery stays fast without sacrificing reliability:
• 380+ automated tests with a CI gate
• simulation suite (PFCP/SGW-C/U sims, GTP-U generator)
• client-server UE-experience test system
• IPFIX/IPDR collector and dashboard
Core Technologies
• Mobile core: 5G UPF, SMF, PGW, 4G EPC, CUPS, PFCP, GTP-C/U, SDF/PCC/PCRF, 5G SA/NSA
• Data plane: eBPF, XDP, carrier-grade NAT, DPI, zero-copy packet processing
• Networking: TCP/IP, IPv6, NAT, VPN, routing, SNMP, Netflow/IPFIX, VoIP/SIP
• Security: NIDS/NIPS, IDS/IPS, transparent TLS/SSL inspection, AAA, RADIUS, 802.1X
• Platforms & languages: Linux kernel, OpenWrt, Go, C, C++, Python; Prometheus, Grafana, REST/OpenAPI
Key Project Experience
4G/5G Mobile Core & User Plane
• XDP-accelerated SGW-U (Go + eBPF) interoperating with a 4G SGW-C over PFCP/Sxa, with in-kernel GTP-U forwarding (3GPP TS 29.244 / 29.281).
• SMF control-plane enhancements: dynamic REST configuration, per-APN PCC rules, and IP-pool allocation for 4G/5G CUPS deployments.
Security Gateways
• Modular multi-VLAN NIDS/NIPS, inline gateway anti-virus, and transparent TLS/SSL inspection (HTTP/S, SMTP, FTP) for ISP and enterprise security gateways.
• Full dual-stack IPv6 (NAT64/NAT66, DNS64, transparent proxy) on a high-performance XDP/eBPF data path.
WLAN & Wireless
• Enterprise/MSO WLAN platforms: RF management, IDS/IPS, VLAN, WIDS, and multi-vendor AP management.
• AAA, RADIUS, LDAP/AD, and 802.1X access control; authored SNMP MIBs and integrated with operator OSS/BSS systems.
Network Management & Automation
• Universal NMS for SNMP-based IoT devices with plug-and-play onboarding, zero-touch provisioning, and auto-discovery.
• Automated statistics, reporting, and real-time analytics with Prometheus, Grafana, Bash/Lua, and cloud integration.
APIs & Web Interfaces
• OpenAPI-compliant REST APIs and modern web GUIs for policy management and real-time analytics.
Legacy & Hybrid Networking
• Service Connection Manager (SCM) for Cisco 6400 UAC, and SNMP-based device discovery for large-scale enterprise and ISP/MVNO/MNO deployments.
Why Choose Me
• 20+ years turning high-level concepts into commercially viable, production-ready products.
• AI-native delivery: team-scale output as one engineer, with automated testing keeping quality carrier-grade.
• Proven leader and mentor of global teams (up to 40 engineers) across the USA, China, and India.
• Clear communicator, strong at remote collaboration, requirements analysis, and client engagement.
• Remote-first worldwide; reliable, long-term, and fully invested in your success.
What I'm Looking For
• Long-term contracts (6 months or longer) where I own core product development as part of your team.
• If you want a reliable, long-term technical partner, let's connect and build something great together.
Product Development
C++
Software Development
C
Linux
SNMP
Network Access Control
Firewall
Routing
Iptables
Kernel
WiFi
Network Engineering
Network Analysis
Hariharan V.
Chennai, India
$40/hr
4.5
50 jobs
An Embedded Solution Architect with wide experience in embedded product development including embedded hardware development, embedded firmware development, embedded linux / android based solution development.
I have product development expertise in following domains,
1. Smart Internet of Things
2. Automotive Electronics and Communication Technologies
3. Consumer Electronics
I have experience in complete end-to-end hardware design includes hardware schematics, PCB layout, High Speed Signal like HDMI, Ethernet, MIPI-CSI2, MIPI-DSI and etc, RF Antenna design and fine tuning.
I also have experience in complete end-to-end embedded software design & development includes,
• Embedded Linux Software System Design & Development
• Development of Embedded Linux / Android Device Drivers
• Development of Smart Internet of Things solution using BLE, Mesh, LoRa, WiFi, Thread networks.
• Protocol Stack & Telecommunication Standards Implementation
• Embedded Firmware Design, Development and testing
• Device driver development for Windows XP, WinCE, Windows 7 platform
• BSP, Device Driver, Application development based on VxWorks platform
• Professional Trainer of Embedded Linux, Device Drivers, Firmware Programming.
PCB Design
Android App Development
Embedded System
Android SDK
Embedded Linux
Embedded C
Android
Microcontroller Programming
Real-Time Operating System
Core Bluetooth
ESP32
WiFi
LoRa
Sivakumar T.
Chennai, India
$35/hr
4.9
104 jobs
Specialist in Filemaker Pro(6 to 21), FileMaker Server(9 to 21) and FileMaker Go application development with extensive experience in following areas:
- Desktop and Client server application development
- Web applications using IWP, Webdirect and CWP
- iPhone and iPad applications using FileMaker Go
- Data separation Model,Integration with other databases like My SQL
- User Friendly Layout Design, Plug in Implementations, Designing Reports, Exporting Data into other formats like excel, PDF etc,.
- Customizing CRMs like Core2CRM, FMStartingPoint and Seedcode , Mail Management, Business Process Design
- Scripting and Event Handling, Creating custom functions.
- Xero and QuickBooks integration
- Creating android solutions using Flutter and FileMaker
I also have strong experience in VB 6.0, SQL Server, HTML/CSS, Web page design, Fireworks CS3 and Java Scripts.
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