Roberto Francisco García-Morales appeals his conviction and sentence for conspiring to possess cocaine and heroin with the intent to distribute. 21 U.S.C. § 846. We affirm.
I.
The events leading to Garcia’s conviction took place in October 2001. Early in the month, the United States Customs Service, with the help of a confidential informant, infiltrated a drug smuggling enterprise, operating out of St. Maarten, headed by an individual named “Tocayo.” The confidential informant, a shipping captain, worked with Tocayo to transport a large shipment of drugs to Puerto Rico and deliver it to distributors located on the island.
Later in the month, one of Tocayo’s distributors contacted the informant and arranged to meet in the food court of a shopping mall to discuss the logistics for transferring the narcotics. Attending this meeting were Garcia, who was introduced as “El Viejo”, an individual named “Javier”, the confidential informant, and an un *16 dercover Customs Service agent named Luis Carmona. At this meeting, the informant stated that the drugs would arrive in Puerto Rico the next day. Javier and Garcia told Carmona and the informant that they had brought a Dodge Caravan in which they planned to deliver the drugs. The participants agreed to effectuate the transfer at the Plaza Carolina Shopping Center in Carolina, Puerto Rico. Garcia turned the Caravan keys over to Carmona.
The next day Customs Service agents seized the drugs and arranged a “controlled delivery” to Garcia. Two days later, Carmona drove the Caravan, containing a “sham” load of the seized narcotics, to the shopping center parking lot where he met García and another individual named Domingo Peña. At the mall, Car-mona gave the Caravan keys to Garcia, who passed them on to Peña to drive the Caravan. Garcia followed closely behind in his car. A few minutes later, Garcia stopped at a restaurant and was arrested.
II.
Garcia raises three main issues on appeal. First, he argues that the district court abused its discretion by permitting the government to open its case with “overview testimony” from the agent heading the investigation. Second, he claims that the district court improperly permitted this same agent to provide expert testimony on the structure and operation of a typical drug smuggling and distribution conspiracy. Finally, he contends that the district court committed clear error by applying a role-in-the-offense adjustment in calculating his sentence.
A. Overview Testimony
The government’s first witness was Special Agent Yariel Ramos, the Customs Service Agent in charge of the investigation. To open his testimony, Ramos stated the investigation’s ultimate conclusion that Garcia was “the recipient of the narcotics, the distributor.” Ramos then provided an overview of the investigation. During this overview, Ramos described several events about which he had personal knowledge. In addition, he provided a summary of a conversation, at which he was not present, between the informant and Tocayo in which the informant agreed to transport the drugs to Puerto Rico.
Garcia contends that Ramos’s overview testimony undermined the fairness of the trial because it permitted the jury to draw an inference of guilt before the jury heard from a witness with personal knowledge. We agree that the portions of Ramos’s testimony which were not based on personal knowledge should have been excluded (at least at the stage of trial). But we also conclude that this error was harmless.
We recently criticized the prosecu-torial practice of opening a case by calling a government agent as an “overview” witness:
[The use of] overview testimony is inherently problematic: such testimony raises the very real specter that the jury verdict could be influenced by statements of fact or credibility assessments in the overview but not in evidence. There is also the possibility that later testimony might be different than what the overview witness assumed; objections could be sustained or the witness could change his or her story. Overview testimony by government agents is especially problematic because juries may place greater weight on evidence perceived to have the imprimatur of the government.
United States v. Casas,
*17
Portions of Ramos’s testimony constitute the sort of testimony that we criticized in
Casas
and
Mazza.
Ramos was allowed to testify that Garcia was a member of the drug conspiracy, even though the prosecution had not yet introduced evidence supporting this conclusion.
See Casas,
Nevertheless, while this testimony should have been excluded, its admission was harmless in this case. In this case, the admission of improper testimony is harmless if it is highly probable that the error did not influence the verdict.
See United States v. Piper,
The admissible evidence against Garcia clearly established his participation in the charged conspiracy. The most damning testimony came from Agent Carmona. Carmona described, in detail, his initial meeting with García and Javier, in the shopping mall food court, where the parties planned to transfer the narcotics to Garcia. He testified that during this meeting Javier referred to Tocayo as the supplier of the drugs and Garcia claimed that he was responsible for the shipment. Carmona also testified that Garcia provided him with the keys to the Caravan in which he was to deliver the drugs.
Carmona’s testimony was corroborated by Ramos, who observed the meeting from across the food court. Through Ramos’s properly admitted testimony, the government introduced several photographs of Garcia meeting with the informant and Carmona.
Carmona also described Garcia’s participation in the transfer of the drugs at the Plaza Carolina Shopping Mall. During this encounter, Garcia asked Carmona if he had spotted any police in the area and explained that they had to avoid unexpected encounters with law enforcement. After assuring Garcia that he had not seen any police, Carmona gave Garcia the Caravan keys and told him the location of the vehicle. Garcia then told Carmona that, on leaving the mall, they should walk in opposite directions.
Ramos, who was part of the surveillance team following the Caravan, testified that, after leaving the mall, Garcia gave the keys to Peña, who drove the Caravan while Garcia followed behind in a Toyota Corolla. As further evidence of Garcia’s involvement, the government introduced his personal telephone book, seized during his arrest, which contained listings for the informant and Tocayo.
*18
While the government’s ease was strong, Garcia’s defense was relatively weak,’consisting entirely of cross-examination of the prosecution’s witnesses to challenge their credibility.
See Sepulveda,
In light of the strength of the prosecutions’s case and the limited impact of the improperly admitted testimony, we are convinced that the jurors’ “ ‘judgment was not substantially swayed by the error.’ ”
See Mazza,
B. Expert Testimony
In addition to providing an overview of the investigation, Ramos provided an explanation of the structure and operation of a typical drug distribution conspiracy. Garcia contends that this testimony was inadmissible because it was irrelevant and Ramos was not qualified to provide it. He also argues that this testimony was unfairly prejudicial. Garcia did not raise these arguments below so we consider them only for plain error.
See United States v. Montas,
We begin by considering the relevance of Ramos’s testimony. For expert testimony to be admissible under Fed. R.Evid. 702, it must “be relevant to the task at hand” and helpful to the jury in its deliberations.
United States v. Lopez-Lopez,
“We have admitted expert testimony regarding the operation of criminal schemes and activities in a variety of contexts, finding such testimony helpful to juries in understanding some obscure or
*19
complex aspect of the crime.”
Montas,
We turn next to Garcia’s contention that Ramos was not qualified to offer this testimony. Ramos served as a special agent with the United States Customs Service for three years and as a senior special agent for one year. In these capacities, Ramos’s duties included investigating narcotic smuggling activities. Ramos led several of these investigations during which he oversaw the work of other agents. All told, Ramos participated in between 20 to 40 narcotic investigations and 40 to 60 drug seizures. Ramos’s professional background provided him with sufficient experience to explain the structure and operation of a typical drug conspiracy.
See, e.g., United States v. Reynoso,
Finally, Garcia claims that Ramos’s testimony should have been excluded under Fed.R.Evid. 403. “Even if admissible under Rule 702, expert testimony still may be excluded under Fed.R.Evid. 403 if its probative value is substantially outweighed by the risk of unfair prejudice it creates.”
Lopez-Lopez,
C. Sentencing
Garcia contends that the district court committed clear error by imposing a two-level sentencing enhancement because he assumed a leadership role in the conspiracy. 3 See U.S.S.G. § 3Bl.l(c). A two-level increase under § 3Bl.l(c) is justified
if the sentencing court supportably finds that (1) the criminal enterprise involved at least two complicit participants (of whom the defendant may be counted as one), and (2) the defendant, in committing the offense, exercised control over, organized, or was otherwise responsible for superintending the activities of at least one of those other persons.
United States v. Cruz,
Garcia contends that this adjustment must be vacated because the district court did not make specific findings supporting its conclusion. This argument fails because the district court need not make specific findings when applying a role-in-the-offense enhancement if “the record clearly reflects the basis of the court’s determination.”
United States v. Marrero-Ortiz,
The record before the district court amply justified its conclusion. When Garcia met with the informant and Carmona, he was introduced as “El Viejo”; there was testimony that this is one commonly used term for the head of a drug distribution organization.
See United States v. Laboy,
III.
For the reasons set forth above, Garcia’s conviction and sentence are affirmed.
Notes
. García also argues that, on several occasions, Ramos inappropriately vouched for his own credibility and that of the informant. All of the challenged statements, except one, were made on cross-examination, after Garcia had challenged Ramos's credibility. Garcia cannot complain about Ramos’s responses to his own cross-examination questions.
See United States v. Cresta,
. García also claims that Ramos's testimony should have been excluded because it did not rest on a reliable foundation.
See Daubert,
. García has not challenged his sentence based on the Supreme Court's recent decision in
Blakely
v.
Washington,
-U.S. -,
