Abhishek Nair - Robotics Compliance/Engineering Lead

Q: Where is Abhishek based?

Abhishek is based in Berlin, Germany .

Q: What languages does Abhishek speak?

Abhishek speaks the following languages: Hindi (Native), German (Advanced), English (Advanced) .

Q: How many years of experience does Abhishek have?

Abhishek has at least 8 years of experience. During this time, Abhishek has worked in at least 7 different roles and for 8 different companies . The average length of individual experience is 1 year and 11 months . Note that Abhishek may not have shared all experience and actually has more experience.

Q: What is Abhishek's latest experience?

Abhishek's most recent position is Robotics Compliance/Engineering Lead at Bearcover GmbH .

Q: What companies has Abhishek worked for in recent years?

In recent years, Abhishek has worked for Bearcover GmbH , VoltVogel UG , CarbonFreed GmbH , Bertrandt AG , and Enway GmbH .

Q: Which industries is Abhishek most experienced in?

Abhishek is most experienced in industries like Information Technology (IT) , Automotive , and Energy . Abhishek also has some experience in Manufacturing , Metals and Mining , and Utility Services .

Q: Which business areas is Abhishek most experienced in?

Abhishek is most experienced in business areas like Information Technology (IT) , Product Development , and Research and Development (R&D) . Abhishek also has some experience in Operations , Quality Assurance (QA) , and Project Management .

Q: Which industries has Abhishek worked in recently?

Abhishek has recently worked in industries like Information Technology (IT) , Automotive , and Energy .

Q: Which business areas has Abhishek worked in recently?

Abhishek has recently worked in business areas like Product Development , Information Technology (IT) , and Research and Development (R&D) .

Recommended expert

Berlin, Germany

Experience

Jan 2025 - Present

1 year 2 months

Berlin, Germany

Remote

Robotics Compliance/Engineering Lead

Bearcover GmbH

Defined AI modules for the remote-operator dashboard: real-time anomaly detection on sensor streams and predictive maintenance recommendations.
Developed Python inference services exposing REST endpoints; collaborated with Angular frontend and backend teams for seamless integration.
Containerized AI microservices with Docker and Helm; automated deployment workflows in GitHub Actions targeting Kubernetes clusters.
Authored technical design docs and API specifications; led design reviews to ensure functional safety compliance and performance SLAs.

Jun 2023 - Nov 2024

1 year 6 months

Berlin, Germany

Systems Architect / Co-Founder & COO

VoltVogel UG

Prototyped EV-charging status detection using OpenCV on PiCamera; achieved 95% success under varied lighting conditions.
Roadmapped AI integration into ROS navigation stack: sensor fusion, docking automation, OPPC telemetry analytics, and energy optimisation.
Defined AI feature backlog, KPIs, and sprint priorities; led cross-functional scrums between robotics, backend, and frontend teams.
Developed proof-of-concept anomaly-detection models for charger health monitoring, integrated with Grafana dashboards.

Mar 2023 - Jun 2024

1 year 4 months

Berlin, Germany

Lead AI Software Developer

CarbonFreed GmbH

Collected, labeled, and curated large-scale document datasets; fine-tuned Azure Document Intelligence models to boost OCR accuracy by 35%.
Built a LangChain-based document-chatbot microservice on FastAPI; deployed via Uvicorn behind Azure Functions with zero-downtime upgrades.
Orchestrated Kafka and RabbitMQ pipelines for streaming OCR outputs to downstream vector indexing; managed model registry and versioning.
Implemented end-to-end CI/CD for ML services using Jenkins, Docker, and Helm; integrated unit, integration, and performance testing into release pipelines.

Mar 2022 - Aug 2022

6 months

Berlin, Germany

Software Developer in Electronic Verification

Bertrandt AG

Developed OpenCV routines to verify haptic-sensor alignment on robotic arms; automated test scripts in Python to accelerate QA cycles.
Created RESTful endpoints in Flask to trigger and collect test-bench diagnostics, integrating with DOORS and JIRA workflows.
Wrote test reports, reviewed release builds, and collaborated with software QA teams.

Jan 2020 - Feb 2022

2 years 2 months

Berlin, Germany

Deployment Engineer / Technical Operations Manager

Enway GmbH

Conducted SLAM and GNSS/IMU sensor-fusion experiments; improved localization RMSE by 15% through tuned EKF pipelines.
Built Python data-collection tools for 3D-LiDAR backpack mapping missions; processed point clouds and extracted features for map-optimization.
Automated deployment scripts; managed container lifecycles.
Coordinated field trials; provided feedback loops to control system optimisation and tuning.

Feb 2019 - Jul 2019

6 months

Berlin, Germany

Masterand

MAN Energy Solutions SE

Applied FFT and advanced signal-processing in MATLAB to extract blade-vibration modes; validated with ANSYS simulation results.
Built a MATLAB GUI for interactive mode-shape visualization and automated data export for further AI-based anomaly detection.
Proposed a vision-guided turntable and OpenCV routines to automate target tracking in future test-bench upgrades.

Oct 2013 - Jun 2014

9 months

New Delhi, India

Assistant Manager

Premier Infra Pvt. Ltd.

Coordinated technician teams, preventive maintenance, and field operations under extreme conditions.
Implemented Flask-based maintenance dashboards; scheduled daily ETL jobs via Python cron scripts.
Designed PostgreSQL schemas and optimized queries for large-volume sensor logs.

Sep 2012 - Oct 2013

1 year 2 months

New Delhi, India

Assistant Manager

Monnet Ispat Pvt. Ltd.

Built services interfacing with PLCs over OPC-UA to stream real-time plant metrics.
Developed REST endpoints for monitoring; logged data in database for later analysis.
Worked on electrical layout validation and field deployment of control systems.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (3.5 years), Automotive (2 years), Energy (2 years), Manufacturing (1 year), Metals and Mining (1 year), and Utilities (0.5 years).

Information Technology

Automotive

Energy

Manufacturing

Metals and Mining

Utilities

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Product Development (6 years), Information Technology (6 years), Research and Development (2.5 years), Operations (2 years), Quality Assurance (1.5 years), and Project Management (1.5 years).

Product Development

Information Technology

Research and Development

Operations

Quality Assurance

Project Management

Summary

Lead AI engineer with 5+ years architecting document-intelligence, vision, and conversational AI pipelines. Skilled in LangChain, Ollama, Azure ML, HuggingFace, Kafka, and containerized deployment. Proven track record of boosting OCR accuracy, scaling inference services, and integrating AI into robotics and IoT systems.

Skills

Nlp & Document Ai: Azure Cognitive Services, Openai, Anthropic
Computer Vision: Opencv, Pytorch, Custom Cv Pipelines
Frameworks & Apis: Langchain, Ollama, Fastapi, Rest, Websocket
Orchestration & Infra: Docker, Helm, Terraform, Kubernetes, Aks
Messaging & Data: Kafka, Rabbitmq, Mqtt, Vectordb, Mongodb, Sql
Ci/cd & Devops: Jenkins, Github Actions, Helm Charts
Agile/scrum & Metrics: Kpi Tracking, Sprint Planning

Languages

Hindi

Native

German

Advanced

English

Advanced

Education

Oct 2017 - Jul 2019

HTW Berlin

Master of Science · Mechanical Engineering · Berlin, Germany

Oct 2008 - Jun 2012

GGSIPU New Delhi

Bachelor of Technology · Mechanical and Automation Engineering · New Delhi, India

Certifications & licenses

Data Science Certification

SPICED Academy

Profile

Created

November 2025

Last Update

February 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Abhishek based?

Abhishek is based in Berlin, Germany.

What languages does Abhishek speak?

Abhishek speaks the following languages: Hindi (Native), German (Advanced), English (Advanced).

How many years of experience does Abhishek have?

Abhishek has at least 8 years of experience. During this time, Abhishek has worked in at least 7 different roles and for 8 different companies. The average length of individual experience is 1 year and 11 months. Note that Abhishek may not have shared all experience and actually has more experience.

What roles would Abhishek be best suited for?

Based on recent experience, Abhishek would be well-suited for roles such as: Robotics Compliance/Engineering Lead, Systems Architect / Co-Founder & COO, Lead AI Software Developer.

What is Abhishek's latest experience?

Abhishek's most recent position is Robotics Compliance/Engineering Lead at Bearcover GmbH.

What companies has Abhishek worked for in recent years?

In recent years, Abhishek has worked for Bearcover GmbH, VoltVogel UG, CarbonFreed GmbH, Bertrandt AG, and Enway GmbH.

Which industries is Abhishek most experienced in?

Abhishek is most experienced in industries like Information Technology (IT), Automotive, and Energy. Abhishek also has some experience in Manufacturing, Metals and Mining, and Utility Services.

Which business areas is Abhishek most experienced in?

Abhishek is most experienced in business areas like Information Technology (IT), Product Development, and Research and Development (R&D). Abhishek also has some experience in Operations, Quality Assurance (QA), and Project Management.

Which industries has Abhishek worked in recently?

Abhishek has recently worked in industries like Information Technology (IT), Automotive, and Energy.

Which business areas has Abhishek worked in recently?

Abhishek has recently worked in business areas like Product Development, Information Technology (IT), and Research and Development (R&D).

What is Abhishek's education?

Abhishek holds a Master in Mechanical Engineering from HTW Berlin and a Bachelor in Mechanical and Automation Engineering from GGSIPU New Delhi.

Does Abhishek have any certificates?

Abhishek has 1 certificate: Data Science Certification.

What is the availability of Abhishek?

Abhishek is immediately available full-time for suitable projects.

What is the rate of Abhishek?

Abhishek's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.