Back

Discover CALS

See how our current work and research is bringing new thinking and new solutions to some of today's biggest challenges.

Share
  • Animal Science
  • Crops
  • Soil

Graduate research assistant Rahul Goel worked on a precision agriculture project with Cornell’s Nutrient Management Spear Program (NMSP) alongside Subha Srinivasagan, Atkinson postdoctoral fellow. Having worked for NMSP for the 2023-24 school year, Goel graduated from Cornell with his master’s degree in Electrical and Computer Engineering in May of 2024. Read on to learn more about Goel and his experience with NMSP, and to find out where he’s going next.  

Rahul Goel completed his mechanical engineering bachelor’s degree in India. He went on to work various internships, ranging from software engineering at Microsoft to working with satellite imagery at AiDash. As an electrical and computer engineering master’s student, Goel joined the Nutrient Management Spear Program (NMSP)  team as a graduate research assistant in October 2023. 

Goel has been collaborating with Atkinson postdoctoral fellow Subha Srinivasagan as part of NMSP’s precision agriculture team under the leadership of Dr. Quirine Ketterings, professor of nutrient management in the department of Animal Science and NMSP lead. Together they have worked to create a web-based tool meant to semi-automate the analysis of single-strip spatial evaluation approach (SSEA) research trials. 

Making use of yield monitor technology, NMSP has been helping farmers use the SSEA approach so they can learn more about what would help their crops flourish. SSEA trials occur on a smaller portion of land than typical agricultural research trials and don’t require as many resources, which means fewer barriers to participation for the farmers.

“We worked with farmers and crop advisors to develop an approach to on-farm research that is easier to implement for the farmers,” said Ketterings. “It is really great to see this result in the online tool that Rahul and Subha developed.” 

With this web-based tool, the process became more standardized and efficient. “The most rewarding part was seeing our efforts culminate in a tool that drastically reduced the time for SSEA analysis report generation from hours to mere minutes, a testament to our collective dedication and ingenuity," said Goel.

The coding process was similar to those Goel had used in the past, but he still had the chance to work with some new languages and tools along the way. 

"Working on coding projects with Subha and the team presented its share of challenges, particularly in mastering Shiny R, a tool that was new to me,” Goel said. “However, we were able to overcome any coding difficulties with a lot of perseverance and collaboration.”

Throughout his time with NMSP, Goel has given presentations and conducted training and testing sessions about the SSEA tool, while also getting the chance to meet and learn from others on the team. 

"My journey at NMSP has been transformative beyond just enhancing my technical skills,” Goel said. “It's been my first immersion into an organization within Cornell, shaping not only my professional capabilities but also helping me navigate the cultural shift as an international student. The support from the entire team, and our collaborative efforts, have been instrumental in my growth."

Goel’s contributions to the team were instrumental in the success of the SSEA project, said Srinivasagan. “Rahul was a great asset to the team,” she said.  “I thoroughly enjoyed our brainstorming and problem-solving sessions during the developmental phase. His drive and unwavering commitment have played a crucial role in ensuring the timely release of the SSEA tool for processing and analyzing data from this year's harvest.”

This July, Goel is joining Applied Intuition, a vehicle software supplier for automotives, working with automated driver systems and advanced driver-assistance systems. He’s excited for the next steps in his career and is open to working with precision agriculture more in the future.

"Looking ahead, I'm thrilled to embark on my next adventure in the autonomous vehicle sector with Applied Intuition,” Goel said. “Cornell, along with NMSP, has equipped me with the expertise and confidence to excel in this field. I'm eager to apply the skills and knowledge gained here to contribute meaningfully to my future endeavors."

If you’re interested in learning more about precision agriculture, SSEA, or research assistantships with NMSP, visit the NMSP website.

Madeline Hanscom is a writer for the Nutrient Management Spear Program.

Keep Exploring

Temple Grandin will headline an upcoming virtual seminar hosted by the Center for Research on Programmable Plant Systems (CROPPS) on October 8 at 1 p.m. ET.

News

Acclaimed scientist and neurodiversity advocate Temple Grandin will headline an upcoming virtual seminar hosted by the Center for Research on Programmable Plant Systems (CROPPS) on October 8 at 1 p.m. ET.

  • Crops
  • Agriculture
Cornell graduate student Dana Russell plants strawberries at a commercial solar farm

News

A small experimental apple orchard at Cornell’s Hudson Valley Research Laboratory may soon be topped by solar panels, which would capture the sun’s energy and may prove beneficial to the trees.

  • Cornell Atkinson
  • Hudson Valley Lab
  • Agriculture