Munjal Patel — Software Engineer

I’ve always been fascinated by the possibilities of artificial intelligence, and I’ve been fortunate to turn that passion into a fulfilling career—first as a Data Scientist and now as Senior Software Engineer focussing specifically on AI Engineering & MLOPs. Currently, I’m part of Nvidia’s Applied AI Apps & Infra Engineering team, where I focus on productionizing complex multi-modal applications—ranging from speech-to-text and text-to-speech systems to large language models (LLMs) and computer vision solutions. A significant part of my role is developing AIOps tools aimed at making DevOps workflows more efficient and reliable. I’ve worked across the DevOps tech stack, creating solutions that bridge the gap between development and operations, and ensure smooth, automated deployments. One area I’m particularly proud of is building tools that enhance LLM observability, helping teams gain deeper insights into model performance and reliability in real-world scenarios. Before transitioning into MLOps, I led end-to-end AI/ML projects as a Data Scientist—covering everything from requirements gathering and model development to deployment and monitoring. This hands-on experience has given me a strong sense of what organizations need to succeed with AI, and how to deliver solutions that drive real impact. I’m always eager to learn about new technologies and find ways to make existing systems even more efficient and robust. 🤝If you’re interested in AI, MLOps, AIOps, or just want to connect and share ideas, I’d love to hear from you!

Stackforce AI infers this person is a Data Science and AI Engineering expert in the SaaS industry.

Location: Gandhinagar, Gujarat, India

Experience: 15 yrs 7 mos

Skills

Ai Engineering
Mlops
Data Science
Machine Learning
Data Analysis
Project Management

Career Highlights

Expert in AI Engineering and MLOps.
Proven track record in productionizing complex AI applications.
Strong background in Data Science and Project Management.

Work Experience

NVIDIA

Senior Software Engineer | Applied AI App Engineering & Infra (3 yrs 11 mos)

Faurecia R&D Center

Data Scientist (1 yr 1 mo)

UL Technology Solutions Pvt Ltd

Data Scientist | Business Analyst (1 yr 10 mos)

Vibrant Gujarat

Food Court Committee member (0 mo)

Liason Officer (0 mo)

Gujarat State Petroleum Corporation Ltd

Data Analyst | Drilling Engineer (4 yrs 11 mos)

Oil and Natural Gas Corporation Ltd

Internship (1 mo)

Sorriso, The Photography club of PDPU

Secretary (6 mos)

Treasurer (1 yr 7 mos)

Selan Exploration Ltd.

Internee (0 mo)

Essar Oil Ltd.

Trainee (0 mo)

Gharoa

Rural Internship (1 mo)

PDPU

Student (3 yrs 10 mos)

Education

Post Graduate Program at Amity University

Bachelor of Technology (B.Tech.) at Pandit Deendayal Petroleum University

Higher Secondary Certificate (HSC) at Vidya Mandir Sr. Sec School

ICSE board at The Galaxy Education System(TGES)

Munjal Patel

Software Engineer

Gandhinagar, Gujarat, India15 yrs 7 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in AI Engineering and MLOps.
Proven track record in productionizing complex AI applications.
Strong background in Data Science and Project Management.

Stackforce AI infers this person is a Data Science and AI Engineering expert in the SaaS industry.

Contact

Skills

Core Skills

Ai EngineeringMlopsData ScienceMachine LearningData AnalysisProject Management

Other Skills

Multimodal AINatural Language UnderstandingComputer VisionImage SegmentationAzureMLBackend DevelopmentModel MonitoringDeep LearningNatural Language ProcessingBlockchainSQLData VisualizationPetroleum EngineeringDrilling EngineeringDrilling

About

Experience

15 yrs 7 mos

Total Experience

2 yrs 10 mos

Average Tenure

3 yrs 11 mos

Current Experience

Nvidia

Senior Software Engineer | Applied AI App Engineering & Infra

Jun 2022 – Present · 3 yrs 11 mos · Pune, Maharashtra, India · Remote

Working on AI Engineering and MLOPs, involving Multimodal AI: LLMs, Information Retrieval, Natural Language Understanding, Vision models, Automatic Speech Recognition, and Text-to-Speech technologies etc.

AI EngineeringMLOpsMultimodal AINatural Language UnderstandingComputer Vision

Faurecia r&d center

Data Scientist

May 2021 – Jun 2022 · 1 yr 1 mo · Pune, Maharashtra, India

Developed, tested and deployed to production a dynamic auto repositioning of images based on detected landmarks for an Industrial Automation project
Developed backend application responsible for communicating with OPCUA clients on the manufacturing plant, performing inference and storing results on cloud
Developed and deployed image segmentation models to production. Also conceptualised innovative unsupervised segmentation model monitoring pipeline that saves time & cost related to annotations
Developed AzureML based pipelines for model training & model monitoring
Actively contributed to data analysis and model exploration
Supported data annotation activities

Image SegmentationAzureMLBackend DevelopmentData AnalysisModel MonitoringData Science+1

Ul technology solutions pvt ltd

Data Scientist | Business Analyst

Jun 2019 – Apr 2021 · 1 yr 10 mos

Worked in Government, Construction and Financial Services Domains
Build models as per requirements and hyper parameter optimization
Developed AI ML applications involving Computer Vision and NLP
Gained experience in deep learning frameworks like Tensorflow, Pytorch and Darknet (Yolo)
Involved in data collection and pre-processing
Performed Exploratory Data Analysis (EDA)
Other roles include Blockchain SME for design and development of blockchain based applications for fintech, edtech and govtech domains

Deep LearningComputer VisionNatural Language ProcessingBlockchainData ScienceAI Engineering

Vibrant gujarat

2 roles

Food Court Committee member

Jan 2019 – Jan 2019 · 0 mo · Gandhinagar

Munjal was among the selected few Govt. of Gujarat (GoG)officials to represent the State of Gujarat at Vibrant Gujarat Summit, which is a bi-yearly GoG sponsored Global Summit. He was a member of the food court committee responsible for managing various food courts in and around Mahatma Mandir convention centre during Vibrant Gujarat-2019.

Liason Officer

Jan 2017 – Jan 2017 · 0 mo · Gandhinagar

Munjal was among the selected few Govt. of Gujarat (GoG)officials to represent the State of Gujarat at Vibrant Gujarat Summit, which is a bi-yearly GoG sponsored Global Summit. He was appointed as 'Liason Officer' to communicate and coordinate with Netherlands Business Delegate at Vibrant Gujarat 2017.

Gujarat state petroleum corporation ltd

Data Analyst | Drilling Engineer

Jun 2014 – May 2019 · 4 yrs 11 mos · Gandhinagar

Munjal worked as Data analyst and Project manager for drilling & completions department. His key responsibilities are summarised below:
Data Analysis:
Real Time Monitoring and analysis of Drilling parameters wrt time and depth and optimize the bit trajectory
Report and document the issues related to quality of Drilling Data, LWD & MWD Data
Troubleshoot issues related to Data visualization, related to WITS (Well site information transfer specification) & WITSML (Well site information transfer standard markup language).
Analyze wells data and create End of well, daily reports and dashboards through Spotfire.
Use EDM Well Engineering Database(OpenWells, Profile, Compass, Data Analyzer applications), SQL, and data analytics tools for data mining, extraction, cleansing & validation.
Developed pipelines for automated daily generation of reports for higher management and submission to DGH (Director General of Hydrocarbons)
Project Management:
Prepared project plans, determined budgets and developed schedules
Monitored and controlled drilling, completions and workover to ensure successful project delivery
Prepared technical specifications for scope of work of tender & evaluated technical bids from vendors
Compile and analyze actual contract performance data against the T&Cs in the contract for active performance evaluation and report generation

Data AnalysisProject ManagementSQLData Visualization

Oil and natural gas corporation ltd

Internship

May 2013 – Jun 2013 · 1 mo · Ahmedabad Asset

Internee in Surface Team at Ahmedabad Asset. I visited various sites under ONGC, Ahmedabad Asset Surface Team to learn about the theoretical and practical considerations involved in onshore production technology & operations. My project "Economic Analysis for Installation of Vapor Recovery Unit at Kalol CTF" was highly admired by my mentor.